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D~w@+urpSlW;pD?g5QKn)%O z3*-q?6O=<@T|@ocx?N@EAj_Jq8s;ZfhFPfMEdoHbIYPm|1NT2%rk8Kvu_A|CZrHQE zaej*mj2F_CTjXqfYdvL?Cim2UBGN3#V15&ZEJ!mPElLJm7o$q7kw7Ot8ZxKm`N~?m z310|qodF@t8rs~2rLhgfL;cbMkv5Q9G|n^Du#6uqQO1({l5h;r62O8b3KlqZdEH<#je|7cU|* zR1zK|hk%)NRU$T%CM3a!t=u?4M78x1HqIU03)(Sji7kqF`4rQ%1T2PSf73h|tB+S# zw2FmCW1C@m%skcQ?L#C-PzPu95I)LGMd0l$w4l8O2QQ9?n$GVE(WtT4Bf^Z< zz?O9n&SYf8pjf>I0(Y@&wA}nhd zv&l9Kx|-Le(SmT}1F4~fL<2Tf(!Q!h*obF-GBT@DL=XXl#|T>svD)w{wplzWQMyzy ztKzkm<&xqt8z+7XNo}yVI&e$qZ_w~rs5)GU`G=dY((;)feErRLHh+jWs#pl){<^dI z30{B8_*K|bD6#nai_O1b!#PXxH-EeNk9hM9n+{&$CPML-zuf#+SE|kyc%PcpN{f0{ e2V{Ct8Ma>3!foxBsNl2XdM)kr=f}s}?f(G*EV9f1 diff --git a/main/.doctrees/installation.doctree b/main/.doctrees/installation.doctree index 0169adef3f049e2805220ea3b19233486a90a10e..bba11b64b6f9040f369d7d3f5f46c4e5e67fc75f 100644 GIT binary patch delta 978 zcmc&x&uddb5bh)<+IY~KQezEeqL#G0HcH|_5d1+w@er+4h*1jJylmcE-RwTz+oz3K z;=yweH-dQZZ&22og65)LJQhJvdJsJIFYw|f{tcyPhOw)`hpJ z;ncoCVq!w~vlsQ`k?r2~xU+}-y*@b|9|{F$-mn$P(7b6A8P6;wZ- z{>%JysExss3qJrF=J(3 zJ$6cl7=*X^w!~3JMvKV{rH(S%PEMCT!DzSHKt`C6(P6WTY&s*WTZVL2#^i&h!jlin zIRRDNk&>INBA>_TwRy696(gh1WS)+o;T9 zVhq`QUCoz~F>JG{20s&P6wtu*$##0mllAntS;K%lXCP0HF$An(tJW<>#@Njhbjlc6 zej{rjH{+wpygZhZCvf|R<>u&R=B4EqlY*zq!tzH8=C7nIy!pl2A38U<)r0O~* zZ delta 211 zcmcav*I3Kiz&f?eZX;_TH{+Vg;oKbxDfyXt`9g!P;P%%cq|`1Ueo6*=?34_#9+$}zxm_kN=Izqd$S5f(D7MnqC!~9F T51*2@HkS>t>NoTAdl>)#+RZ+} diff --git a/main/_downloads/21f8798a167ba643492208cc67bd1e22/minimal.zip b/main/_downloads/21f8798a167ba643492208cc67bd1e22/minimal.zip index eb9cb23f50164a28075287c0c4957d3ca0ff95af..1a72e48ff0af812ddb37834a3f99d2d20af490a3 100644 GIT binary patch delta 66 zcmeAb?-l0@@MdNaVE}>DFt4bMeD9b!K#XZ^OrJNiu$*LLGBTWep39L1Bsf`w+XOB< IIe^<107lyr8~^|S delta 66 zcmeAb?-l0@@MdNaVE_Ru8@b4heD9b!KnyWC?HQX{SWdDr8Cp(0&*jJh5}Yi;Z335_ I9KdZ00N~;eCjbBd diff --git a/main/_downloads/3ad6dd54379f5c5277b43384ae072aa5/ablation_paths.zip b/main/_downloads/3ad6dd54379f5c5277b43384ae072aa5/ablation_paths.zip index 3b5d130a393d0376e95c9f6769b8de7ccf9ca4a2..bc940b1669e6891ba44a4bf2fb578dfb83851980 100644 GIT binary patch delta 66 zcmX>rdsdb&z?+#xgaHIn!@Qz4^0l#YfEcF|b6YmgVNK>>GBTXZ$mhrc5}fSDXAPH~ I+{xzx08`)-LI3~& delta 66 zcmX>rdsdb&z?+#xgaHJsY~&(0^0l#YfEZpsUEXh=!tHuFhnDhimY*toN(qb|)oa`Rp$O00a+!J60 Kmz{hrz!?Baxe~Yl delta 68 zcmbQZh;iZ~M!o=VW)=|!5U{e5i`>Y^tHuFhY!Rt0-mI*qq{U=tIoUnHkp(0;xhKF1 KE<5>LfHMFre-aM> diff --git a/main/_downloads/aabae18a223fa014a3ff3692699ee5e2/importances.ipynb b/main/_downloads/aabae18a223fa014a3ff3692699ee5e2/importances.ipynb index c1c5468b..895c50e7 100644 --- a/main/_downloads/aabae18a223fa014a3ff3692699ee5e2/importances.ipynb +++ b/main/_downloads/aabae18a223fa014a3ff3692699ee5e2/importances.ipynb @@ -35,7 +35,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.19" + "version": "3.9.21" } }, "nbformat": 4, diff --git a/main/_downloads/ad79591140408f040bd9f6e2ef83c954/parallel_coordinates.zip b/main/_downloads/ad79591140408f040bd9f6e2ef83c954/parallel_coordinates.zip index eeeb190677ec2d016f7d610f132a3b5f46520335..46639c27f3b93e03c4fd93d4aa8003147e3d71cd 100644 GIT binary patch delta 66 zcmX>ieMFisz?+#xgaHIn!@Qz4^8I7s05R6DykWjsg!LLblab-%H$09kAi>FoypC|$ I$yK~w0D>G8@&Et; delta 66 zcmX>ieMFisz?+#xgaHJsY~&(0^8I7s05S9pKgMhpVZFxAWN1104UZ!WNN}Xz5po)kR6Eynfe7O1$qUQ0p6%e7TsTxd6tEN0fePN zN}*s$;}W0Ta3;0R&F21+rNSxtWE zEgXYx+10xKACiI$3?M84vk6EqY0S4{U?@sW&M!*QPsvQrEGdpJ&dy0qEXo5rnUxKs Pm>meuF)}dh^9S(&dMHu) delta 336 zcmZ3qm~qi!M!o=VW)=|!5U{e5i`=|}Q;C%Y#M;QWfCbFhyorSgBDDD)Ul){>BO;;( zk*&3J7UV%OqQ&YhGan<92s6Ui$^HRSObiT@vjY^sx+b6Vm$Fi0Wnf4w$kZ=LDbOpZ z4Dd$PvgrPj%(E;E3?M8Gb{~XT(s+t<@&Ojv$@T#}5VQIN>>-Rx0gehFr(dn>{~;;J zzyQJ$C|b*`CU@IOg`(T_>CcLFrRW>k>O;;1bYsU;QEy}%s0yl+(Hrj zeo=*MqtHJTu~Uh;Et?%A(m9ZIoAd-pZ2q92sf8>!t&QpP=8S|3Y{-I|d%MCnCwcD` zfe4ywF*1oTqq=P-I|Bm<^MYLrA(k{UFigIeE)93Qs + @@ -827,22 +827,22 @@

Source code for deepcave.evaluators.ablation

    - Ablation: Provide an evaluator of the ablation paths.
 """
 
-from typing import Any, Dict, List, Optional, Tuple, Union
+from typing import Any, Dict, List, Optional, Tuple, Union
 
-import copy
-from collections import OrderedDict
+import copy
+from collections import OrderedDict
 
-import numpy as np
+import numpy as np
 
-from deepcave.evaluators.epm.random_forest_surrogate import RandomForestSurrogate
-from deepcave.runs import AbstractRun
-from deepcave.runs.objective import Objective
-from deepcave.utils.logs import get_logger
+from deepcave.evaluators.epm.random_forest_surrogate import RandomForestSurrogate
+from deepcave.runs import AbstractRun
+from deepcave.runs.objective import Objective
+from deepcave.utils.logs import get_logger
 
 
 

 [docs]
-class Ablation:
+class Ablation:
     """
     Provide an evaluator of the ablation paths.
 
@@ -865,7 +865,7 @@ 
Source code for deepcave.evaluators.ablation
        Gets changed step by step towards the incumbent configuration.
     """
 
-    def __init__(self, run: AbstractRun):
+    def __init__(self, run: AbstractRun):
         self.run = run
         self.cs = run.configspace
         self.hp_names = list(self.cs.keys())
@@ -875,7 +875,7 @@ 
Source code for deepcave.evaluators.ablation
 [docs]
-    def calculate(
+    def calculate(
         self,
         objectives: Optional[Union[Objective, List[Objective]]],  # noqa
         budget: Optional[Union[int, float]] = None,  # noqa
@@ -982,7 +982,7 @@ 
Source code for deepcave.evaluators.ablation
 [docs]
-    def get_ablation_performances(self) -> Optional[Dict[Any, Any]]:
+    def get_ablation_performances(self) -> Optional[Dict[Any, Any]]:
         """
         Get the ablation performances.
 
@@ -1003,7 +1003,7 @@ 
Source code for deepcave.evaluators.ablation
 [docs]
-    def get_ablation_improvements(self) -> Optional[Dict[Any, Any]]:
+    def get_ablation_improvements(self) -> Optional[Dict[Any, Any]]:
         """
         Get the ablation improvements.
 
@@ -1023,7 +1023,7 @@ 
Source code for deepcave.evaluators.ablation
return self.improvements

 
 
-    def _ablation(
+    def _ablation(
         self,
         objective: Objective,
         budget: Optional[Union[int, float]],
@@ -1111,7 +1111,7 @@ 
Source code for deepcave.evaluators.ablation
       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/evaluators/epm/fanova_forest.html b/main/_modules/deepcave/evaluators/epm/fanova_forest.html
index 6a31e4dd..f2122d7f 100644
--- a/main/_modules/deepcave/evaluators/epm/fanova_forest.html
+++ b/main/_modules/deepcave/evaluators/epm/fanova_forest.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -825,22 +825,22 @@ 
Source code for deepcave.evaluators.epm.fanova_forest
    - FanovaForest: A fANOVA forest wrapper for pyrfr.
 """
 
-from typing import Any, Dict, List, Optional, Tuple, Union
+from typing import Any, Dict, List, Optional, Tuple, Union
 
-import itertools as it
+import itertools as it
 
-import numpy as np
-import pyrfr
-import pyrfr.regression as regression
-import pyrfr.util
-from ConfigSpace import ConfigurationSpace
+import numpy as np
+import pyrfr
+import pyrfr.regression as regression
+import pyrfr.util
+from ConfigSpace import ConfigurationSpace
 
-from deepcave.evaluators.epm.random_forest import RandomForest
+from deepcave.evaluators.epm.random_forest import RandomForest
 
 
 

 [docs]
-class FanovaForest(RandomForest):
+class FanovaForest(RandomForest):
     """
     A fANOVA forest wrapper for pyrfr.
 
@@ -870,7 +870,7 @@ 
Source code for deepcave.evaluators.epm.fanova_forest
        The number of Hyperparameters to sample.
     """
 
-    def __init__(
+    def __init__(
         self,
         configspace: ConfigurationSpace,
         n_trees: int = 10,
@@ -904,7 +904,7 @@ 
Source code for deepcave.evaluators.epm.fanova_forest
self.cutoffs = cutoffs
 
-    def _get_model(self) -> regression.base_tree:
+    def _get_model(self) -> regression.base_tree:
         """
         Return the internal model.
 
@@ -915,7 +915,7 @@ 
Source code for deepcave.evaluators.epm.fanova_forest
        """
         return regression.fanova_forest()
 
-    def _train(self, X: np.ndarray, Y: np.ndarray) -> None:
+    def _train(self, X: np.ndarray, Y: np.ndarray) -> None:
         """
         Train the Random Forest on X and Y.
 
@@ -979,7 +979,7 @@ 
Source code for deepcave.evaluators.epm.fanova_forest

 [docs]
-    def compute_marginals(
+    def compute_marginals(
         self, hp_ids: Union[List[int], Tuple[int, ...]], depth: int = 1
     ) -> Tuple[Dict[Tuple[int, ...], List[Any]], Dict[Tuple[int, ...], List[Any]],]:
         """
@@ -1089,7 +1089,7 @@ 
Source code for deepcave.evaluators.epm.fanova_forest

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/evaluators/epm/random_forest.html b/main/_modules/deepcave/evaluators/epm/random_forest.html
index 39fbceca..e7640d26 100644
--- a/main/_modules/deepcave/evaluators/epm/random_forest.html
+++ b/main/_modules/deepcave/evaluators/epm/random_forest.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -828,25 +828,25 @@ 
Source code for deepcave.evaluators.epm.random_forest
    PYRFR_MAPPING : Dict[str, str]
 """
 
-from typing import Any, Dict, List, Optional, Tuple, Union
+from typing import Any, Dict, List, Optional, Tuple, Union
 
-import functools
-import warnings
+import functools
+import warnings
 
-import numpy as np
-import pyrfr.regression as regression
-from ConfigSpace import ConfigurationSpace
-from ConfigSpace.hyperparameters import (
+import numpy as np
+import pyrfr.regression as regression
+from ConfigSpace import ConfigurationSpace
+from ConfigSpace.hyperparameters import (
     CategoricalHyperparameter,
     Constant,
     UniformFloatHyperparameter,
     UniformIntegerHyperparameter,
 )
-from sklearn.decomposition import PCA
-from sklearn.exceptions import NotFittedError
-from sklearn.preprocessing import MinMaxScaler
+from sklearn.decomposition import PCA
+from sklearn.exceptions import NotFittedError
+from sklearn.preprocessing import MinMaxScaler
 
-from deepcave.evaluators.epm.utils import get_types
+from deepcave.evaluators.epm.utils import get_types
 
 VERY_SMALL_NUMBER = 1e-10
 PYRFR_MAPPING = {
@@ -863,7 +863,7 @@ 
Source code for deepcave.evaluators.epm.random_forest

 [docs]
-class RandomForest:
+class RandomForest:
     """
     A random forest wrapper for pyrfr.
 
@@ -900,7 +900,7 @@ 
Source code for deepcave.evaluators.epm.random_forest
        The instance features.
     """
 
-    def __init__(
+    def __init__(
         self,
         configspace: ConfigurationSpace,
         n_trees: int = 16,
@@ -952,7 +952,7 @@ 
Source code for deepcave.evaluators.epm.random_forest
bootstrapping=bootstrapping,
         )
 
-    def _get_model(self) -> regression.base_tree:
+    def _get_model(self) -> regression.base_tree:
         """
         Return the internal model.
 
@@ -963,7 +963,7 @@ 
Source code for deepcave.evaluators.epm.random_forest
        """
         return regression.binary_rss_forest()
 
-    def _get_model_options(self, **kwargs: Union[int, float, bool]) -> regression.forest_opts:
+    def _get_model_options(self, **kwargs: Union[int, float, bool]) -> regression.forest_opts:
         """
         Get model options from kwargs.
 
@@ -983,14 +983,14 @@ 
Source code for deepcave.evaluators.epm.random_forest
# Now the options are set
         options = regression.forest_opts()
 
-        def rgetattr(obj: object, attr: str, *args: Any) -> Any:
-            def _getattr(obj: object, attr: object) -> Any:
+        def rgetattr(obj: object, attr: str, *args: Any) -> Any:
+            def _getattr(obj: object, attr: object) -> Any:
                 attr = str(attr)
                 return getattr(obj, attr, *args)
 
             return functools.reduce(_getattr, [obj] + attr.split("."))
 
-        def rsetattr(obj: object, attr: str, val: Any) -> None:
+        def rsetattr(obj: object, attr: str, val: Any) -> None:
             pre, _, post = attr.rpartition(".")
             return setattr(rgetattr(obj, pre) if pre else obj, post, val)
 
@@ -1000,7 +1000,7 @@ 
Source code for deepcave.evaluators.epm.random_forest
return options
 
-    def _impute_inactive(self, X: np.ndarray) -> np.ndarray:
+    def _impute_inactive(self, X: np.ndarray) -> np.ndarray:
         """
         Impute inactive values in X.
 
@@ -1045,7 +1045,7 @@ 
Source code for deepcave.evaluators.epm.random_forest
return X
 
-    def _check_dimensions(self, X: np.ndarray, Y: Optional[np.ndarray] = None) -> None:
+    def _check_dimensions(self, X: np.ndarray, Y: Optional[np.ndarray] = None) -> None:
         """
         Check if the dimensions of X and Y are correct with respect to features.
 
@@ -1073,7 +1073,7 @@ 
Source code for deepcave.evaluators.epm.random_forest
if X.shape[0] != Y.shape[0]:
                 raise ValueError(f"X.shape[0] ({X.shape[0]}) != y.shape[0] ({Y.shape[0]})")
 
-    def _get_data_container(
+    def _get_data_container(
         self, X: np.ndarray, y: np.ndarray
     ) -> regression.default_data_container:
         """
@@ -1109,7 +1109,7 @@ 
Source code for deepcave.evaluators.epm.random_forest

 [docs]
-    def train(self, X: np.ndarray, Y: np.ndarray) -> None:
+    def train(self, X: np.ndarray, Y: np.ndarray) -> None:
         """
         Train the random forest on X and Y.
 
@@ -1153,7 +1153,7 @@ 
Source code for deepcave.evaluators.epm.random_forest
self._train(X, Y)

 
 
-    def _train(self, X: np.ndarray, Y: np.ndarray) -> None:
+    def _train(self, X: np.ndarray, Y: np.ndarray) -> None:
         """
         Train the random forest on X and Y.
 
@@ -1176,7 +1176,7 @@ 
Source code for deepcave.evaluators.epm.random_forest

 [docs]
-    def predict(self, X: np.ndarray) -> Tuple[np.ndarray, np.ndarray]:
+    def predict(self, X: np.ndarray) -> Tuple[np.ndarray, np.ndarray]:
         """
         Predict means and variances for a given X.
 
@@ -1218,7 +1218,7 @@ 
Source code for deepcave.evaluators.epm.random_forest
return mean, var

 
 
-    def _predict(self, X: np.ndarray) -> Tuple[np.ndarray, np.ndarray]:
+    def _predict(self, X: np.ndarray) -> Tuple[np.ndarray, np.ndarray]:
         """
         Predict means and variances for a given X.
 
@@ -1277,7 +1277,7 @@ 
Source code for deepcave.evaluators.epm.random_forest

 [docs]
-    def predict_marginalized(self, X: np.ndarray) -> Tuple[np.ndarray, np.ndarray]:
+    def predict_marginalized(self, X: np.ndarray) -> Tuple[np.ndarray, np.ndarray]:
         """
         Predict mean and variance marginalized over all instances.
 
@@ -1345,7 +1345,7 @@ 
Source code for deepcave.evaluators.epm.random_forest

 [docs]
-    def get_leaf_values(self, x: np.ndarray) -> regression.binary_rss_forest:
+    def get_leaf_values(self, x: np.ndarray) -> regression.binary_rss_forest:
         """
         Get the leaf values of the model.
 
@@ -1383,7 +1383,7 @@ 
Source code for deepcave.evaluators.epm.random_forest

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/evaluators/epm/random_forest_surrogate.html b/main/_modules/deepcave/evaluators/epm/random_forest_surrogate.html
index 8a2d9d94..2820a84c 100644
--- a/main/_modules/deepcave/evaluators/epm/random_forest_surrogate.html
+++ b/main/_modules/deepcave/evaluators/epm/random_forest_surrogate.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -824,25 +824,25 @@ 
Source code for deepcave.evaluators.epm.random_forest_surrogate
    - RandomForestSurrogate: Random forest surrogate for the pyPDP package.
 """
 
-from typing import Optional, Tuple
+from typing import Optional, Tuple
 
-import ConfigSpace as CS
-import numpy as np
-from pyPDP.surrogate_models import SurrogateModel
+import ConfigSpace as CS
+import numpy as np
+from pyPDP.surrogate_models import SurrogateModel
 
-from deepcave.evaluators.epm.random_forest import RandomForest
+from deepcave.evaluators.epm.random_forest import RandomForest
 
 
 

 [docs]
-class RandomForestSurrogate(SurrogateModel):
+class RandomForestSurrogate(SurrogateModel):
     """
     Random forest surrogate for the pyPDP package.
 
     Predict deviations and fit the model.
     """
 
-    def __init__(
+    def __init__(
         self,
         configspace: CS.ConfigurationSpace,
         seed: Optional[int] = None,
@@ -853,7 +853,7 @@ 
Source code for deepcave.evaluators.epm.random_forest_surrogate

 [docs]
-    def predict(self, X: np.ndarray) -> Tuple[np.ndarray, np.ndarray]:
+    def predict(self, X: np.ndarray) -> Tuple[np.ndarray, np.ndarray]:
         """
         Predict the deviations.
 
@@ -871,7 +871,7 @@ 
Source code for deepcave.evaluators.epm.random_forest_surrogate
return means[:, 0], stds[:, 0]

 
 
-    def _fit(self, X: np.ndarray, y: np.ndarray) -> None:
+    def _fit(self, X: np.ndarray, y: np.ndarray) -> None:
         """
         Train the surrogate model.
 
@@ -905,7 +905,7 @@ 
Source code for deepcave.evaluators.epm.random_forest_surrogate

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/evaluators/epm/utils.html b/main/_modules/deepcave/evaluators/epm/utils.html
index 25da717a..a361a583 100644
--- a/main/_modules/deepcave/evaluators/epm/utils.html
+++ b/main/_modules/deepcave/evaluators/epm/utils.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -820,11 +820,11 @@ 
Source code for deepcave.evaluators.epm.utils
as well as the bounds of the Hyperparameters.
 """
 
-from typing import List, Optional, Tuple
+from typing import List, Optional, Tuple
 
-import numpy as np
-from ConfigSpace import ConfigurationSpace
-from ConfigSpace.hyperparameters import (
+import numpy as np
+from ConfigSpace import ConfigurationSpace
+from ConfigSpace.hyperparameters import (
     BetaFloatHyperparameter,
     BetaIntegerHyperparameter,
     CategoricalHyperparameter,
@@ -839,7 +839,7 @@ 
Source code for deepcave.evaluators.epm.utils

 [docs]
-def get_types(
+def get_types(
     config_space: ConfigurationSpace,
     instance_features: Optional[np.ndarray] = None,
 ) -> Tuple[List[int], List[Tuple[float, float]]]:
@@ -983,7 +983,7 @@ 
Source code for deepcave.evaluators.epm.utils

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/evaluators/fanova.html b/main/_modules/deepcave/evaluators/fanova.html
index 3b391b6d..bb727a48 100644
--- a/main/_modules/deepcave/evaluators/fanova.html
+++ b/main/_modules/deepcave/evaluators/fanova.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -824,22 +824,22 @@ 
Source code for deepcave.evaluators.fanova
     - fANOVA: Calculate and provide midpoints and sizes.
 """
 
-from typing import Any, Dict, List, Optional, Tuple, Union
+from typing import Any, Dict, List, Optional, Tuple, Union
 
-import itertools as it
+import itertools as it
 
-import numpy as np
+import numpy as np
 
-from deepcave.constants import COMBINED_COST_NAME
-from deepcave.evaluators.epm.fanova_forest import FanovaForest
-from deepcave.runs import AbstractRun
-from deepcave.runs.objective import Objective
-from deepcave.utils.logs import get_logger
+from deepcave.constants import COMBINED_COST_NAME
+from deepcave.evaluators.epm.fanova_forest import FanovaForest
+from deepcave.runs import AbstractRun
+from deepcave.runs.objective import Objective
+from deepcave.utils.logs import get_logger
 
 
 

 [docs]
-class fANOVA:
+class fANOVA:
     """
     Calculate and provide midpoints and sizes.
 
@@ -859,7 +859,7 @@ 
Source code for deepcave.evaluators.fanova
         The number of trees.
     """
 
-    def __init__(self, run: AbstractRun):
+    def __init__(self, run: AbstractRun):
         if run.configspace is None:
             raise RuntimeError("The run needs to be initialized.")
 
@@ -871,7 +871,7 @@ 
Source code for deepcave.evaluators.fanova
 
 

 [docs]
-    def calculate(
+    def calculate(
         self,
         objectives: Optional[Union[Objective, List[Objective]]] = None,
         budget: Optional[Union[int, float]] = None,
@@ -919,7 +919,7 @@ 
Source code for deepcave.evaluators.fanova
 
 

 [docs]
-    def get_importances(
+    def get_importances(
         self, hp_names: Optional[List[str]] = None, depth: int = 1, sort: bool = True
     ) -> Dict[Union[str, Tuple[str, ...]], Tuple[float, float, float, float]]:
         """
@@ -1168,7 +1168,7 @@ 
Source code for deepcave.evaluators.fanova
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/evaluators/footprint.html b/main/_modules/deepcave/evaluators/footprint.html
index b31a2151..91bb8e9c 100644
--- a/main/_modules/deepcave/evaluators/footprint.html
+++ b/main/_modules/deepcave/evaluators/footprint.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -825,30 +825,30 @@ 
Source code for deepcave.evaluators.footprint
    - Footprint: Can train and create a footprint of a run.
 """
 
-from typing import List, Optional, Tuple, Union
+from typing import List, Optional, Tuple, Union
 
-import numpy as np
-from ConfigSpace.hyperparameters import (
+import numpy as np
+from ConfigSpace.hyperparameters import (
     CategoricalHyperparameter,
     Constant,
     Hyperparameter,
 )
-from sklearn.ensemble import RandomForestRegressor
-from sklearn.manifold import MDS
-from tqdm import tqdm
+from sklearn.ensemble import RandomForestRegressor
+from sklearn.manifold import MDS
+from tqdm import tqdm
 
-from deepcave.constants import BORDER_CONFIG_ID, RANDOM_CONFIG_ID
-from deepcave.runs import AbstractRun, Status
-from deepcave.runs.objective import Objective
-from deepcave.utils.configspace import sample_border_config, sample_random_config
-from deepcave.utils.logs import get_logger
+from deepcave.constants import BORDER_CONFIG_ID, RANDOM_CONFIG_ID
+from deepcave.runs import AbstractRun, Status
+from deepcave.runs.objective import Objective
+from deepcave.utils.configspace import sample_border_config, sample_random_config
+from deepcave.utils.logs import get_logger
 
 logger = get_logger(__name__)
 
 
 

 [docs]
-class Footprint:
+class Footprint:
     """
     Can train and create a footprint of a run.
 
@@ -863,7 +863,7 @@ 
Source code for deepcave.evaluators.footprint
        The configuration space of the run.
     """
 
-    def __init__(self, run: AbstractRun):
+    def __init__(self, run: AbstractRun):
         if run.configspace is None:
             raise RuntimeError("The run needs to be initialized.")
 
@@ -887,7 +887,7 @@ 
Source code for deepcave.evaluators.footprint
self._trained = False
         self._reset()
 
-    def _reset(self) -> None:
+    def _reset(self) -> None:
         """Reset the footprint."""
         self._objective_model: Optional[RandomForestRegressor] = None
         self._area_model: Optional[RandomForestRegressor] = None
@@ -901,7 +901,7 @@ 
Source code for deepcave.evaluators.footprint

 [docs]
-    def calculate(
+    def calculate(
         self,
         objective: Objective,
         budget: Union[int, float],
@@ -1050,7 +1050,7 @@ 
Source code for deepcave.evaluators.footprint

 [docs]
-    def get_surface(
+    def get_surface(
         self, details: float = 0.5, performance: bool = True
     ) -> Tuple[List, List, List]:
         """
@@ -1111,7 +1111,7 @@ 
Source code for deepcave.evaluators.footprint

 [docs]
-    def get_points(self, category: str = "configs") -> Tuple[List[float], List[float], List[int]]:
+    def get_points(self, category: str = "configs") -> Tuple[List[float], List[float], List[int]]:
         """
         Return the points of the multidimensional scaling (MDS) plot.
 
@@ -1157,7 +1157,7 @@ 
Source code for deepcave.evaluators.footprint
return X, Y, config_ids

 
 
-    def _get_max_distance(self) -> float:
+    def _get_max_distance(self) -> float:
         """
         Calculate the maximum distance between all configs.
 
@@ -1179,7 +1179,7 @@ 
Source code for deepcave.evaluators.footprint
return max_distance
 
-    def _get_distance(self, x: np.ndarray, y: np.ndarray) -> float:
+    def _get_distance(self, x: np.ndarray, y: np.ndarray) -> float:
         """
         Calculate distance between x and y. Both arrays must have the same length.
 
@@ -1210,7 +1210,7 @@ 
Source code for deepcave.evaluators.footprint
return d
 
-    def _get_distances(self, X: np.ndarray) -> np.ndarray:
+    def _get_distances(self, X: np.ndarray) -> np.ndarray:
         """
         Get the distances between the configurations.
 
@@ -1237,7 +1237,7 @@ 
Source code for deepcave.evaluators.footprint
return distances
 
-    def _init_distances(
+    def _init_distances(
         self, X: np.ndarray, config_ids: List[int], exclude_configs: bool = False
     ) -> None:
         """
@@ -1262,7 +1262,7 @@ 
Source code for deepcave.evaluators.footprint
self._config_ids = []
             self._distances = np.zeros((0, 0))
 
-    def _update_distances(
+    def _update_distances(
         self,
         config: np.ndarray,
         config_id: int,
@@ -1332,7 +1332,7 @@ 
Source code for deepcave.evaluators.footprint
return rejected
 
-    def _get_depth(self, hp: Hyperparameter) -> int:
+    def _get_depth(self, hp: Hyperparameter) -> int:
         """
         Get depth (generations above) in configuration space of a given hyperparameter (HP).
 
@@ -1365,7 +1365,7 @@ 
Source code for deepcave.evaluators.footprint
return d
 
-    def _get_mds(self) -> np.ndarray:
+    def _get_mds(self) -> np.ndarray:
         """
         Perform multidimensional scaling (MDS) on the internal distances.
 
@@ -1385,7 +1385,7 @@ 
Source code for deepcave.evaluators.footprint
mds = MDS(n_components=2, dissimilarity="precomputed", random_state=0)
         return mds.fit_transform(self._distances)
 
-    def _train_on_objective(self, X: np.ndarray, Y: np.ndarray) -> None:
+    def _train_on_objective(self, X: np.ndarray, Y: np.ndarray) -> None:
         """
         Train the random forest on the performance.
 
@@ -1400,7 +1400,7 @@ 
Source code for deepcave.evaluators.footprint
self._objective_model = RandomForestRegressor(random_state=0)
         self._objective_model.fit(X, Y)
 
-    def _train_on_areas(self) -> None:
+    def _train_on_areas(self) -> None:
         """
         Train the random forest on the "valid" areas.
 
@@ -1466,7 +1466,7 @@ 
Source code for deepcave.evaluators.footprint

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/evaluators/lpi.html b/main/_modules/deepcave/evaluators/lpi.html
index 7d6a047f..a38c0fd5 100644
--- a/main/_modules/deepcave/evaluators/lpi.html
+++ b/main/_modules/deepcave/evaluators/lpi.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -822,29 +822,29 @@ 
Source code for deepcave.evaluators.lpi
     - LPI: This class calculates the local parameter importance (LPI).
 """
 
-from typing import Any, Dict, List, Optional, Tuple, Union
+from typing import Any, Dict, List, Optional, Tuple, Union
 
-import numpy as np
-from ConfigSpace import Configuration
-from ConfigSpace.c_util import change_hp_value
-from ConfigSpace.exceptions import ForbiddenValueError
-from ConfigSpace.hyperparameters import (
+import numpy as np
+from ConfigSpace import Configuration
+from ConfigSpace.c_util import change_hp_value
+from ConfigSpace.exceptions import ForbiddenValueError
+from ConfigSpace.hyperparameters import (
     CategoricalHyperparameter,
     NumericalHyperparameter,
 )
-from ConfigSpace.types import Array, f64
-from ConfigSpace.util import impute_inactive_values
+from ConfigSpace.types import Array, f64
+from ConfigSpace.util import impute_inactive_values
 
-from deepcave.constants import COMBINED_COST_NAME
-from deepcave.evaluators.epm.fanova_forest import FanovaForest
-from deepcave.runs import AbstractRun
-from deepcave.runs.objective import Objective
+from deepcave.constants import COMBINED_COST_NAME
+from deepcave.evaluators.epm.fanova_forest import FanovaForest
+from deepcave.runs import AbstractRun
+from deepcave.runs.objective import Objective
 
 
 # https://github.com/automl/ParameterImportance/blob/f4950593ee627093fc30c0847acc5d8bf63ef84b/pimp/evaluator/local_parameter_importance.py#L27
 

 [docs]
-class LPI:
+class LPI:
     """
     Calculate the local parameter importance (LPI).
 
@@ -874,7 +874,7 @@ 
Source code for deepcave.evaluators.lpi
         A random state with a given seed value.
     """
 
-    def __init__(self, run: AbstractRun):
+    def __init__(self, run: AbstractRun):
         self.run = run
         self.cs = run.configspace
         self.hp_names = list(self.cs.keys())
@@ -883,7 +883,7 @@ 
Source code for deepcave.evaluators.lpi
 
 

 [docs]
-    def calculate(
+    def calculate(
         self,
         objectives: Optional[Union[Objective, List[Objective]]] = None,
         budget: Optional[Union[int, float]] = None,
@@ -1056,7 +1056,7 @@ 
Source code for deepcave.evaluators.lpi
 
 

 [docs]
-    def get_importances(self, hp_names: List[str]) -> Dict[str, Tuple[float, float]]:
+    def get_importances(self, hp_names: List[str]) -> Dict[str, Tuple[float, float]]:
         """
         Return the importances.
 
@@ -1101,7 +1101,7 @@ 
Source code for deepcave.evaluators.lpi
         return importances

 
 
-    def _get_neighborhood(self) -> Dict[str, List[Union[np.ndarray, List[np.ndarray]]]]:
+    def _get_neighborhood(self) -> Dict[str, List[Union[np.ndarray, List[np.ndarray]]]]:
         """
         Slight modification of ConfigSpace's get_one_exchange neighborhood.
 
@@ -1190,7 +1190,7 @@ 
Source code for deepcave.evaluators.lpi
 
         return neighborhood
 
-    def _predict_mean_var(self, config: Configuration) -> Tuple[np.ndarray, np.ndarray]:
+    def _predict_mean_var(self, config: Configuration) -> Tuple[np.ndarray, np.ndarray]:
         """
         Small wrapper to predict marginalized over instances.
 
@@ -1235,7 +1235,7 @@ 
Source code for deepcave.evaluators.lpi
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/evaluators/mo_ablation.html b/main/_modules/deepcave/evaluators/mo_ablation.html
index 3fcc7f76..3314681c 100644
--- a/main/_modules/deepcave/evaluators/mo_ablation.html
+++ b/main/_modules/deepcave/evaluators/mo_ablation.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -827,23 +827,23 @@ 
Source code for deepcave.evaluators.mo_ablation
<
     - Ablation: Provide an evaluator of the ablation paths.
 """
 
-from typing import Any, List, Optional, Tuple, Union
+from typing import Any, List, Optional, Tuple, Union
 
-import copy
+import copy
 
-import numpy as np
-import pandas as pd
+import numpy as np
+import pandas as pd
 
-from deepcave.evaluators.ablation import Ablation
-from deepcave.evaluators.epm.random_forest_surrogate import RandomForestSurrogate
-from deepcave.runs import AbstractRun
-from deepcave.runs.objective import Objective
-from deepcave.utils.multi_objective_importance import get_weightings
+from deepcave.evaluators.ablation import Ablation
+from deepcave.evaluators.epm.random_forest_surrogate import RandomForestSurrogate
+from deepcave.runs import AbstractRun
+from deepcave.runs.objective import Objective
+from deepcave.utils.multi_objective_importance import get_weightings
 
 
 

 [docs]
-class MOAblation(Ablation):
+class MOAblation(Ablation):
     """
     Provide an evaluator of the ablation paths.
 
@@ -868,14 +868,14 @@ 
Source code for deepcave.evaluators.mo_ablation
<
         Gets changed step by step towards the incumbent configuration.
     """
 
-    def __init__(self, run: AbstractRun):
+    def __init__(self, run: AbstractRun):
         super().__init__(run)
         self.models: List = []
         self.df_importances = pd.DataFrame([])
 
 

 [docs]
-    def get_importances(self) -> str:
+    def get_importances(self) -> str:
         """
         Return the importance scores.
 
@@ -898,7 +898,7 @@ 
Source code for deepcave.evaluators.mo_ablation
<
 
 

 [docs]
-    def predict(self, cfg: list[Any], weighting: np.ndarray) -> Tuple[float, float]:
+    def predict(self, cfg: list[Any], weighting: np.ndarray) -> Tuple[float, float]:
         """
         Predict the performance of the input configuration.
 
@@ -928,7 +928,7 @@ 
Source code for deepcave.evaluators.mo_ablation
<
 
 

 [docs]
-    def calculate(
+    def calculate(
         self,
         objectives: Optional[Union[Objective, List[Objective]]],  # noqa
         budget: Optional[Union[int, float]] = None,  # noqa
@@ -999,7 +999,7 @@ 
Source code for deepcave.evaluators.mo_ablation
<
 
 

 [docs]
-    def calculate_ablation_path(
+    def calculate_ablation_path(
         self,
         df: pd.DataFrame,
         objectives_normed: List[str],
@@ -1101,7 +1101,7 @@ 
Source code for deepcave.evaluators.mo_ablation
<
 
 

 [docs]
-    def ablation(
+    def ablation(
         self,
         budget: Optional[Union[int, float]],
         incumbent_config: Any,
@@ -1187,7 +1187,7 @@ 
Source code for deepcave.evaluators.mo_ablation
<
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/evaluators/mo_fanova.html b/main/_modules/deepcave/evaluators/mo_fanova.html
index 6b3c90fc..3ca0dd6a 100644
--- a/main/_modules/deepcave/evaluators/mo_fanova.html
+++ b/main/_modules/deepcave/evaluators/mo_fanova.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -824,20 +824,20 @@ 
Source code for deepcave.evaluators.mo_fanova
    - fANOVA: Calculate and provide midpoints and sizes.
 """
 
-from typing import List, Optional, Union
+from typing import List, Optional, Union
 
-import pandas as pd
+import pandas as pd
 
-from deepcave.evaluators.epm.fanova_forest import FanovaForest
-from deepcave.evaluators.fanova import fANOVA
-from deepcave.runs import AbstractRun
-from deepcave.runs.objective import Objective
-from deepcave.utils.multi_objective_importance import get_weightings
+from deepcave.evaluators.epm.fanova_forest import FanovaForest
+from deepcave.evaluators.fanova import fANOVA
+from deepcave.runs import AbstractRun
+from deepcave.runs.objective import Objective
+from deepcave.utils.multi_objective_importance import get_weightings
 
 
 

 [docs]
-class MOfANOVA(fANOVA):
+class MOfANOVA(fANOVA):
     """
     Multi-Objective fANOVA.
 
@@ -847,7 +847,7 @@ 
Source code for deepcave.evaluators.mo_fanova
    (multi-objective case).
     """
 
-    def __init__(self, run: AbstractRun):
+    def __init__(self, run: AbstractRun):
         if run.configspace is None:
             raise RuntimeError("The run needs to be initialized.")
 
@@ -856,7 +856,7 @@ 
Source code for deepcave.evaluators.mo_fanova

 [docs]
-    def calculate(
+    def calculate(
         self,
         objectives: Optional[Union[Objective, List[Objective]]] = None,
         budget: Optional[Union[int, float]] = None,
@@ -932,7 +932,7 @@ 
Source code for deepcave.evaluators.mo_fanova

 [docs]
-    def get_importances_(self, hp_names: Optional[List[str]] = None) -> str:
+    def get_importances_(self, hp_names: Optional[List[str]] = None) -> str:
         """
         Return the importance scores from the passed Hyperparameter names.
 
@@ -985,7 +985,7 @@ 
Source code for deepcave.evaluators.mo_fanova

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/evaluators/mo_lpi.html b/main/_modules/deepcave/evaluators/mo_lpi.html
index be7ec0a7..5b1c1d4a 100644
--- a/main/_modules/deepcave/evaluators/mo_lpi.html
+++ b/main/_modules/deepcave/evaluators/mo_lpi.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -822,25 +822,25 @@ 
Source code for deepcave.evaluators.mo_lpi
     - LPI: This class calculates the local parameter importance (LPI).
 """
 
-from typing import Dict, List, Optional, Tuple, Union
+from typing import Dict, List, Optional, Tuple, Union
 
-import numpy as np
-import pandas as pd
-from ConfigSpace import Configuration
-from ConfigSpace.c_util import change_hp_value
-from ConfigSpace.util import impute_inactive_values
+import numpy as np
+import pandas as pd
+from ConfigSpace import Configuration
+from ConfigSpace.c_util import change_hp_value
+from ConfigSpace.util import impute_inactive_values
 
-from deepcave.evaluators.epm.fanova_forest import FanovaForest
-from deepcave.evaluators.lpi import LPI
-from deepcave.runs import AbstractRun
-from deepcave.runs.objective import Objective
-from deepcave.utils.multi_objective_importance import get_weightings
+from deepcave.evaluators.epm.fanova_forest import FanovaForest
+from deepcave.evaluators.lpi import LPI
+from deepcave.runs import AbstractRun
+from deepcave.runs.objective import Objective
+from deepcave.utils.multi_objective_importance import get_weightings
 
 
 # https://github.com/automl/ParameterImportance/blob/f4950593ee627093fc30c0847acc5d8bf63ef84b/pimp/evaluator/local_parameter_importance.py#L27
 

 [docs]
-class MOLPI(LPI):
+class MOLPI(LPI):
     """
     Calculate the multi-objective local parameter importance (LPI).
 
@@ -873,13 +873,13 @@ 
Source code for deepcave.evaluators.mo_lpi
         A random state with a given seed value.
     """
 
-    def __init__(self, run: AbstractRun):
+    def __init__(self, run: AbstractRun):
         super().__init__(run)
         self.importances: Optional[pd.DataFrame] = None
 
 

 [docs]
-    def calculate(
+    def calculate(
         self,
         objectives: Optional[Union[Objective, List[Objective]]] = None,
         budget: Optional[Union[int, float]] = None,
@@ -967,7 +967,7 @@ 
Source code for deepcave.evaluators.mo_lpi
 
 

 [docs]
-    def calc_one_weighting(self) -> Dict[str, Tuple[float, float]]:
+    def calc_one_weighting(self) -> Dict[str, Tuple[float, float]]:
         """
         Prepare the data after a model has be trained for one weighting.
 
@@ -1088,7 +1088,7 @@ 
Source code for deepcave.evaluators.mo_lpi
 
 

 [docs]
-    def get_importances_(self, hp_names: List[str]) -> str:
+    def get_importances_(self, hp_names: List[str]) -> str:
         """
         Return the importance scores from the passed Hyperparameter names.
 
@@ -1139,7 +1139,7 @@ 
Source code for deepcave.evaluators.mo_lpi
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/layouts.html b/main/_modules/deepcave/layouts.html
index 044c61a6..ff846b32 100644
--- a/main/_modules/deepcave/layouts.html
+++ b/main/_modules/deepcave/layouts.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -819,18 +819,18 @@ 
Source code for deepcave.layouts
 This module provides a foundation to create layouts.
 """
 
-from abc import ABC, abstractmethod
-from typing import List, Union
+from abc import ABC, abstractmethod
+from typing import List, Union
 
-from dash.development.base_component import Component
+from dash.development.base_component import Component
 
-from deepcave import interactive
-from deepcave.utils.logs import get_logger
+from deepcave import interactive
+from deepcave.utils.logs import get_logger
 
 
 

 [docs]
-class Layout(ABC):
+class Layout(ABC):
     """
     A foundation for creating layouts.
 
@@ -840,18 +840,18 @@ 
Source code for deepcave.layouts
         A logger for the class.
     """
 
-    def __init__(self) -> None:
+    def __init__(self) -> None:
         self.register_callbacks()
         self.logger = get_logger(self.__class__.__name__)
 
     @interactive
-    def register_callbacks(self) -> None:  # noqa: D102
+    def register_callbacks(self) -> None:  # noqa: D102
         pass
 
 

 [docs]
     @abstractmethod
-    def __call__(self) -> Union[List[Component], Component]:  # noqa: D102
+    def __call__(self) -> Union[List[Component], Component]:  # noqa: D102
         pass

 

 
@@ -876,7 +876,7 @@ 
Source code for deepcave.layouts
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/layouts/header.html b/main/_modules/deepcave/layouts/header.html
index 88481967..2e4a440a 100644
--- a/main/_modules/deepcave/layouts/header.html
+++ b/main/_modules/deepcave/layouts/header.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -824,23 +824,23 @@ 
Source code for deepcave.layouts.header
     - HeaderLayout: This class provides the header and its layout.
 """
 
-from typing import List, Optional, Tuple
+from typing import List, Optional, Tuple
 
-import os
-import time
+import os
+import time
 
-import dash_bootstrap_components as dbc
-import requests
-from dash import dcc, html
-from dash.dependencies import Input, Output
+import dash_bootstrap_components as dbc
+import requests
+from dash import dcc, html
+from dash.dependencies import Input, Output
 
-from deepcave import app, config, queue
-from deepcave.layouts import Layout
+from deepcave import app, config, queue
+from deepcave.layouts import Layout
 
 
 

 [docs]
-class HeaderLayout(Layout):
+class HeaderLayout(Layout):
     """
     Provide the header and its layout.
 
@@ -849,14 +849,14 @@ 
Source code for deepcave.layouts.header
 
 

 [docs]
-    def register_callbacks(self) -> None:
+    def register_callbacks(self) -> None:
         """Register and handle the callbacks."""
         super().register_callbacks()
         self._callback_delete_jobs()
         self._callback_terminate_deepcave()

 
 
-    def _callback_delete_jobs(self) -> None:
+    def _callback_delete_jobs(self) -> None:
         inputs = [Input("exit-deepcave", "n_clicks")]
         outputs = [
             Output("exit-deepcave", "color"),
@@ -865,7 +865,7 @@ 
Source code for deepcave.layouts.header
         ]
 
         @app.callback(inputs, outputs)  # type: ignore
-        def callback(n_clicks: Optional[int]) -> Tuple[str, str, bool]:
+        def callback(n_clicks: Optional[int]) -> Tuple[str, str, bool]:
             # When clicking the Exit button, first existing jobs are deleted and then the button
             # is updated
             if n_clicks is not None:
@@ -874,12 +874,12 @@ 
Source code for deepcave.layouts.header
             else:
                 return "primary", "Exit", False
 
-    def _callback_terminate_deepcave(self) -> None:
+    def _callback_terminate_deepcave(self) -> None:
         inputs = [Input("exit-deepcave", "n_clicks")]
         outputs: List[Output] = []
 
         @app.callback(inputs, outputs)  # type: ignore
-        def callback(n_clicks: Optional[int]) -> None:
+        def callback(n_clicks: Optional[int]) -> None:
             # Then we want to terminate DeepCAVE
             if n_clicks is not None:
                 time.sleep(1)
@@ -888,7 +888,7 @@ 
Source code for deepcave.layouts.header
 
 

 [docs]
-    def __call__(self) -> html.Header:  # noqa: D102
+    def __call__(self) -> html.Header:  # noqa: D102
         return html.Header(
             className="navbar navbar-dark sticky-top bg-dark flex-md-nowrap p-0 shadow",
             children=[
@@ -923,7 +923,7 @@ 
Source code for deepcave.layouts.header
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/layouts/not_found.html b/main/_modules/deepcave/layouts/not_found.html
index 0fa1d47e..9c5c5bea 100644
--- a/main/_modules/deepcave/layouts/not_found.html
+++ b/main/_modules/deepcave/layouts/not_found.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -821,17 +821,17 @@ 
Source code for deepcave.layouts.not_found
 ## Classes
     - NotFoundLayout: Define a custom "NotFound" layout.
 """
-from typing import List
+from typing import List
 
-from dash import html
-from dash.development.base_component import Component
+from dash import html
+from dash.development.base_component import Component
 
-from deepcave.layouts import Layout
+from deepcave.layouts import Layout
 
 
 

 [docs]
-class NotFoundLayout(Layout):
+class NotFoundLayout(Layout):
     """
     Define a custom "NotFound" layout.
 
@@ -841,13 +841,13 @@ 
Source code for deepcave.layouts.not_found
         The url that could not be reached.
     """
 
-    def __init__(self, url: str) -> None:
+    def __init__(self, url: str) -> None:
         super().__init__()
         self.url = url
 
 

 [docs]
-    def __call__(self) -> List[Component]:  # noqa: D102
+    def __call__(self) -> List[Component]:  # noqa: D102
         return [
             html.H2("This page does not exists."),
             html.Div(f"Tried to reach {self.url}."),
@@ -875,7 +875,7 @@ 
Source code for deepcave.layouts.not_found
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/layouts/sidebar.html b/main/_modules/deepcave/layouts/sidebar.html
index 47ac5ea3..ae3df20a 100644
--- a/main/_modules/deepcave/layouts/sidebar.html
+++ b/main/_modules/deepcave/layouts/sidebar.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -824,22 +824,22 @@ 
Source code for deepcave.layouts.sidebar
     - SidebarLayout: Customize the Sidebar Layout.
 """
 
-from typing import Dict, List, Tuple, Union
+from typing import Dict, List, Tuple, Union
 
-import dash_bootstrap_components as dbc
-from dash import ALL, html
-from dash.dependencies import Input, Output, State
-from dash.development.base_component import Component
-from dash_extensions.enrich import Trigger
+import dash_bootstrap_components as dbc
+from dash import ALL, html
+from dash.dependencies import Input, Output, State
+from dash.development.base_component import Component
+from dash_extensions.enrich import Trigger
 
-from deepcave import app, queue
-from deepcave.layouts import Layout
-from deepcave.plugins import Plugin
+from deepcave import app, queue
+from deepcave.layouts import Layout
+from deepcave.plugins import Plugin
 
 
 

 [docs]
-class SidebarLayout(Layout):
+class SidebarLayout(Layout):
     """
     Customize the Sidebar Layout.
 
@@ -853,7 +853,7 @@ 
Source code for deepcave.layouts.sidebar
         A dictionary with plugins attributes corresponding to their category.
     """
 
-    def __init__(self, categorized_plugins: Dict[str, List[Plugin]]) -> None:
+    def __init__(self, categorized_plugins: Dict[str, List[Plugin]]) -> None:
         super().__init__()
         self.plugins = categorized_plugins
 
@@ -868,14 +868,14 @@ 
Source code for deepcave.layouts.sidebar
 
 

 [docs]
-    def register_callbacks(self) -> None:
+    def register_callbacks(self) -> None:
         """Register the callbacks for the sidebar layout."""
         # Update navigation items
         output = Output("navigation-items", "children")
         input = Input("on-page-load", "pathname")
 
         @app.callback(output, input)  # type: ignore
-        def update_navigation_items(pathname: str) -> List[Component]:
+        def update_navigation_items(pathname: str) -> List[Component]:
             """
             Update the navigation items.
 
@@ -940,7 +940,7 @@ 
Source code for deepcave.layouts.sidebar
             Input({"type": "cancel-job", "index": ALL}, "n_clicks"),
             State({"type": "cancel-job", "index": ALL}, "name"),
         )
-        def delete_job(n_clicks, job_ids):  # type: ignore
+        def delete_job(n_clicks, job_ids):  # type: ignore
             """Delete the job from the queue."""
             for n_click, job_id in zip(n_clicks, job_ids):
                 if n_click is not None:
@@ -950,7 +950,7 @@ 
Source code for deepcave.layouts.sidebar
         output = Output("queue-info", "children")
 
         @app.callback(output, Trigger("global-update", "n_intervals"))  # type: ignore
-        def update_queue_info() -> List[Component]:
+        def update_queue_info() -> List[Component]:
             """Update the information of the queue."""
             try:
                 all_jobs = [
@@ -1028,7 +1028,7 @@ 
Source code for deepcave.layouts.sidebar
 
 

 [docs]
-    def __call__(self) -> Union[List[Component], Component]:  # noqa: D102
+    def __call__(self) -> Union[List[Component], Component]:  # noqa: D102
         return html.Nav(
             className="col-md-3 col-lg-2 d-md-block sidebar collapse",
             id="sidebarMenu",
@@ -1060,7 +1060,7 @@ 
Source code for deepcave.layouts.sidebar
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/plugins.html b/main/_modules/deepcave/plugins.html
index e4492606..b26c2597 100644
--- a/main/_modules/deepcave/plugins.html
+++ b/main/_modules/deepcave/plugins.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -823,37 +823,37 @@ 
Source code for deepcave.plugins
     - Plugin: Base class for all plugins.
 """
 
-from abc import ABC
-from typing import Any, Callable, Dict, List, Optional, Tuple, Union
-
-import copy
-import re
-import webbrowser
-from collections import defaultdict
-
-import dash_bootstrap_components as dbc
-from dash import dcc, html
-from dash.dependencies import Input, Output, State
-from dash.development.base_component import Component
-from dash.exceptions import PreventUpdate
-
-from deepcave import ROOT_DIR, interactive
-from deepcave.layouts import Layout
-from deepcave.runs import AbstractRun
-from deepcave.runs.group import Group, NotMergeableError
-from deepcave.utils.data_structures import update_dict
-from deepcave.utils.docs import rst_to_md
-from deepcave.utils.hash import string_to_hash
-from deepcave.utils.layout import get_select_options
-from deepcave.utils.logs import get_logger
-from deepcave.utils.url import parse_url
+from abc import ABC
+from typing import Any, Callable, Dict, List, Optional, Tuple, Union
+
+import copy
+import re
+import webbrowser
+from collections import defaultdict
+
+import dash_bootstrap_components as dbc
+from dash import dcc, html
+from dash.dependencies import Input, Output, State
+from dash.development.base_component import Component
+from dash.exceptions import PreventUpdate
+
+from deepcave import ROOT_DIR, interactive
+from deepcave.layouts import Layout
+from deepcave.runs import AbstractRun
+from deepcave.runs.group import Group, NotMergeableError
+from deepcave.utils.data_structures import update_dict
+from deepcave.utils.docs import rst_to_md
+from deepcave.utils.hash import string_to_hash
+from deepcave.utils.layout import get_select_options
+from deepcave.utils.logs import get_logger
+from deepcave.utils.url import parse_url
 
 logger = get_logger(__name__)
 
 
 

 [docs]
-class Plugin(Layout, ABC):
+class Plugin(Layout, ABC):
     """
     Base class for all plugins.
 
@@ -896,7 +896,7 @@ 
Source code for deepcave.plugins
     button_caption: str = "Process"
     activate_run_selection: bool = False
 
-    def __init__(self) -> None:
+    def __init__(self) -> None:
         # Registered inputs and outputs
         self.inputs: List[Tuple[str, str, bool, Any]] = []
         self.outputs: List[Tuple[str, str]] = []
@@ -922,7 +922,7 @@ 
Source code for deepcave.plugins
 [docs]
     @classmethod
     @interactive
-    def get_base_url(cls) -> str:
+    def get_base_url(cls) -> str:
         """
         Generate the url for the plugin.
 
@@ -931,7 +931,7 @@ 
Source code for deepcave.plugins
         str
             Url for the plugin as string.
         """
-        from deepcave import config
+        from deepcave import config
 
         return f"http://{config.DASH_ADDRESS}:{config.DASH_PORT}/plugins/{cls.id}"

 
@@ -939,7 +939,7 @@ 
Source code for deepcave.plugins
 

 [docs]
     @staticmethod
-    def check_run_compatibility(run: AbstractRun) -> bool:
+    def check_run_compatibility(run: AbstractRun) -> bool:
         """
         Check if a run is compatible with this plugin.
 
@@ -964,7 +964,7 @@ 
Source code for deepcave.plugins
 
 

 [docs]
-    def check_runs_compatibility(self, runs: List[AbstractRun]) -> None:
+    def check_runs_compatibility(self, runs: List[AbstractRun]) -> None:
         """
         Needed if all selected runs need something in common.
 
@@ -986,7 +986,7 @@ 
Source code for deepcave.plugins
 
 

 [docs]
-    def register_input(
+    def register_input(
         self,
         id: str,
         attributes: Union[str, List[str]] = "value",
@@ -1039,7 +1039,7 @@ 
Source code for deepcave.plugins
 
 

 [docs]
-    def register_output(self, id: str, attributes: Union[str, List[str]] = "value") -> str:
+    def register_output(self, id: str, attributes: Union[str, List[str]] = "value") -> str:
         """
         Register an output variable for the plugin.
 
@@ -1068,21 +1068,21 @@ 
Source code for deepcave.plugins
 
 

 [docs]
-    def get_internal_id(self, id: str) -> str:
+    def get_internal_id(self, id: str) -> str:
         """Get the internal id."""
         return f"{self.id}-{id}"

 
 
 

 [docs]
-    def get_internal_input_id(self, id: str) -> str:
+    def get_internal_input_id(self, id: str) -> str:
         """Get the internal input id."""
         return f"{self.id}-{id}-input"

 
 
 

 [docs]
-    def get_internal_output_id(self, id: str) -> str:
+    def get_internal_output_id(self, id: str) -> str:
         """Get the internal output id."""
         return f"{self.id}-{id}-output"

 
@@ -1090,7 +1090,7 @@ 
Source code for deepcave.plugins
 

 [docs]
     @interactive
-    def register_callbacks(self) -> None:
+    def register_callbacks(self) -> None:
         """
         Register basic callbacks for the plugin.
 
@@ -1105,7 +1105,7 @@ 
Source code for deepcave.plugins
         RuntimeError
             If no run id is found.
         """
-        from deepcave import app, c, run_handler
+        from deepcave import app, c, run_handler
 
         # Handles the initial and the cashed input values
         outputs = []
@@ -1121,7 +1121,7 @@ 
Source code for deepcave.plugins
         if len(outputs) > 0:
 
             @app.callback(outputs, inputs)  # type: ignore
-            def plugin_input_update(pathname: str, *inputs_list: str) -> List[Optional[str]]:
+            def plugin_input_update(pathname: str, *inputs_list: str) -> List[Optional[str]]:
                 """Update the input of the plugin."""
                 # Simple check if page was loaded for the first time
                 init = all(input is None for input in inputs_list)
@@ -1269,7 +1269,7 @@ 
Source code for deepcave.plugins
             Input(self.get_internal_id("show_raw_data"), "n_clicks"),
             State(self.get_internal_id("raw_data"), "is_open"),
         )
-        def toggle_raw_data_modal(n: Optional[int], is_open: bool) -> Tuple[bool, str]:
+        def toggle_raw_data_modal(n: Optional[int], is_open: bool) -> Tuple[bool, str]:
             """Toggle the raw data modal."""
             code = ""
             if n:
@@ -1289,7 +1289,7 @@ 
Source code for deepcave.plugins
             Input(self.get_internal_id("show_help"), "n_clicks"),
             State(self.get_internal_id("help"), "is_open"),
         )
-        def toggle_help_modal(n: Optional[int], is_open: bool) -> bool:
+        def toggle_help_modal(n: Optional[int], is_open: bool) -> bool:
             """Toggle the help modal."""
             if n:
                 return not is_open
@@ -1303,7 +1303,7 @@ 
Source code for deepcave.plugins
                 Output(internal_id, "clickData"),
                 Input(internal_id, "clickData"),
             )  # type: ignore
-            def go_to_configuration(click_data: Any):
+            def go_to_configuration(click_data: Any):
                 """Open link from hovertext."""
                 if click_data is not None:
                     # Get hovertext
@@ -1322,7 +1322,7 @@ 
Source code for deepcave.plugins
 
 
     @interactive
-    def _inputs_changed(
+    def _inputs_changed(
         self, inputs: Dict[str, Dict[str, str]], last_inputs: Dict[str, Dict[str, str]]
     ) -> Tuple[bool, bool]:
         """
@@ -1361,7 +1361,7 @@ 
Source code for deepcave.plugins
         return inputs_changed, filters_changed
 
     @interactive
-    def _process_raw_outputs(
+    def _process_raw_outputs(
         self, inputs: Dict[str, Dict[str, str]], raw_outputs: Dict[str, Any]
     ) -> Any:
         """
@@ -1379,7 +1379,7 @@ 
Source code for deepcave.plugins
         Any
             The processed outputs.
         """
-        from deepcave import run_handler
+        from deepcave import run_handler
 
         # Use raw outputs to update our layout
         passed_runs: Union[List[AbstractRun], AbstractRun]
@@ -1417,7 +1417,7 @@ 
Source code for deepcave.plugins
         return outputs
 
     @interactive
-    def _list_to_dict(self, values: List[str], input: bool = True) -> Dict[str, Dict[str, str]]:
+    def _list_to_dict(self, values: List[str], input: bool = True) -> Dict[str, Dict[str, str]]:
         """
         Map the given values to a dict.
 
@@ -1453,7 +1453,7 @@ 
Source code for deepcave.plugins
         return mapping
 
     @interactive
-    def _dict_to_list(
+    def _dict_to_list(
         self, d: Dict[str, Dict[str, str]], input: bool = False
     ) -> List[Optional[str]]:
         """
@@ -1495,7 +1495,7 @@ 
Source code for deepcave.plugins
         return result
 
     @interactive
-    def _dict_as_key(self, d: Dict[str, Any], remove_filters: bool = False) -> str:
+    def _dict_as_key(self, d: Dict[str, Any], remove_filters: bool = False) -> str:
         """
         Convert a dictionary to a key. Only ids from self.inputs are considered.
 
@@ -1528,7 +1528,7 @@ 
Source code for deepcave.plugins
 
         return string_to_hash(str(new_d))
 
-    def _cast_inputs(self, inputs: Dict[str, Dict[str, str]]) -> Dict[str, Dict[str, str]]:
+    def _cast_inputs(self, inputs: Dict[str, Dict[str, str]]) -> Dict[str, Dict[str, str]]:
         """
         Cast the inputs based on `self.inputs`.
 
@@ -1563,7 +1563,7 @@ 
Source code for deepcave.plugins
 
         return casted_inputs
 
-    def _clean_inputs(self, inputs: Dict[str, Any]) -> Dict[str, Any]:
+    def _clean_inputs(self, inputs: Dict[str, Any]) -> Dict[str, Any]:
         """
         Clean the given inputs s.t. only the first value is used.
 
@@ -1610,7 +1610,7 @@ 
Source code for deepcave.plugins
 
     @property
     @interactive
-    def runs(self) -> List[AbstractRun]:
+    def runs(self) -> List[AbstractRun]:
         """
         Get the runs as a list.
 
@@ -1619,13 +1619,13 @@ 
Source code for deepcave.plugins
         List[AbstractRun]
             The list with the runs.
         """
-        from deepcave import run_handler
+        from deepcave import run_handler
 
         return run_handler.get_runs()
 
     @property
     @interactive
-    def groups(self) -> List[Group]:
+    def groups(self) -> List[Group]:
         """
         Get the groups as a list.
 
@@ -1634,13 +1634,13 @@ 
Source code for deepcave.plugins
         List[Group]
             The list with the groups.
         """
-        from deepcave import run_handler
+        from deepcave import run_handler
 
         return run_handler.get_groups()
 
     @property
     @interactive
-    def all_runs(self) -> List[AbstractRun]:
+    def all_runs(self) -> List[AbstractRun]:
         """
         Get all runs and include the groups as a list.
 
@@ -1649,14 +1649,14 @@ 
Source code for deepcave.plugins
         List[AbstractRun]
             The list with all runs and included groups.
         """
-        from deepcave import run_handler
+        from deepcave import run_handler
 
         return run_handler.get_runs(include_groups=True)
 
 

 [docs]
     @interactive
-    def __call__(self, render_button: bool = False) -> List[Component]:
+    def __call__(self, render_button: bool = False) -> List[Component]:
         """
         Return the components for the plugin.
 
@@ -1679,7 +1679,7 @@ 
Source code for deepcave.plugins
         FileNotFoundError
             If the help file can not be found.
         """
-        from deepcave import notification
+        from deepcave import notification
 
         # Reset runtime variables
         self.previous_inputs = {}
@@ -1774,7 +1774,7 @@ 
Source code for deepcave.plugins
             )
         ]
 
-        def register_in(a: str, b: Union[List[str], str]) -> str:
+        def register_in(a: str, b: Union[List[str], str]) -> str:
             """
             Register the given input.
 
@@ -1868,7 +1868,7 @@ 
Source code for deepcave.plugins
 [docs]
     @staticmethod
     @interactive
-    def get_run_input_layout(register: Callable) -> Component:
+    def get_run_input_layout(register: Callable) -> Component:
         """
         Generate the run selection input.
 
@@ -1899,7 +1899,7 @@ 
Source code for deepcave.plugins
 [docs]
     @staticmethod
     @interactive
-    def load_run_inputs(
+    def load_run_inputs(
         runs: List[AbstractRun],
         groups: List[Group],
         check_run_compatibility: Callable[[AbstractRun], bool],
@@ -1964,7 +1964,7 @@ 
Source code for deepcave.plugins
 

 [docs]
     @interactive
-    def get_selected_runs(self, inputs: Dict[str, Any]) -> List[AbstractRun]:
+    def get_selected_runs(self, inputs: Dict[str, Any]) -> List[AbstractRun]:
         """
         Parse selected runs from inputs.
 
@@ -1986,7 +1986,7 @@ 
Source code for deepcave.plugins
         PreventUpdate
             If `activate_run_selection` is set but `run` is not available.
         """
-        from deepcave import run_handler
+        from deepcave import run_handler
 
         # Special case: If run selection is active
         # Don't update anything if the inputs haven't changed
@@ -2010,7 +2010,7 @@ 
Source code for deepcave.plugins
 
 

 [docs]
-    def load_inputs(self) -> Dict[str, Any]:
+    def load_inputs(self) -> Dict[str, Any]:
         """
         Load the content for the defined inputs in `get_input_layout` and `get_filter_layout`.
 
@@ -2028,7 +2028,7 @@ 
Source code for deepcave.plugins
 
 

 [docs]
-    def load_dependency_inputs(
+    def load_dependency_inputs(
         self,
         run: Optional[Union[AbstractRun, List[AbstractRun]]],
         previous_inputs: Dict[str, Any],
@@ -2065,7 +2065,7 @@ 
Source code for deepcave.plugins
 

 [docs]
     @staticmethod
-    def get_input_layout(register: Callable) -> List[Component]:
+    def get_input_layout(register: Callable) -> List[Component]:
         """
         Layout for the input block.
 
@@ -2086,7 +2086,7 @@ 
Source code for deepcave.plugins
 

 [docs]
     @staticmethod
-    def get_filter_layout(register: Callable) -> List[Component]:
+    def get_filter_layout(register: Callable) -> List[Component]:
         """
         Layout for the filter block.
 
@@ -2107,7 +2107,7 @@ 
Source code for deepcave.plugins
 

 [docs]
     @staticmethod
-    def get_output_layout(register: Callable) -> Optional[Union[Component, List[Component]]]:
+    def get_output_layout(register: Callable) -> Optional[Union[Component, List[Component]]]:
         """
         Layout for the output block.
 
@@ -2128,7 +2128,7 @@ 
Source code for deepcave.plugins
 

 [docs]
     @staticmethod
-    def load_outputs(
+    def load_outputs(
         runs: Union[AbstractRun, Dict[str, AbstractRun]],
         inputs: Dict[str, Dict[str, str]],
         outputs: Dict[str, Union[str, Dict[str, str]]],
@@ -2165,7 +2165,7 @@ 
Source code for deepcave.plugins
 

 [docs]
     @staticmethod
-    def process(run: AbstractRun, inputs: Dict[str, Any]) -> Dict[str, Any]:
+    def process(run: AbstractRun, inputs: Dict[str, Any]) -> Dict[str, Any]:
         """
         Return raw data based on a run and input data.
 
@@ -2197,7 +2197,7 @@ 
Source code for deepcave.plugins
 

 [docs]
     @classmethod
-    def generate_outputs(
+    def generate_outputs(
         cls, runs: Union[AbstractRun, List[AbstractRun]], inputs: Dict[str, Any]
     ) -> Union[Dict[str, Any], Dict[str, Dict[str, Any]]]:
         """
@@ -2245,7 +2245,7 @@ 
Source code for deepcave.plugins
 
 

 [docs]
-    def generate_inputs(self, **kwargs: Any) -> Dict[str, Any]:
+    def generate_inputs(self, **kwargs: Any) -> Dict[str, Any]:
         """
         Generate inputs for the `process` and `load_outputs` required for api mode.
 
@@ -2322,7 +2322,7 @@ 
Source code for deepcave.plugins
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/plugins/dynamic.html b/main/_modules/deepcave/plugins/dynamic.html
index 42c7b160..95ae4daa 100644
--- a/main/_modules/deepcave/plugins/dynamic.html
+++ b/main/_modules/deepcave/plugins/dynamic.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -824,19 +824,19 @@ 
Source code for deepcave.plugins.dynamic
     - DynamicPlugin: This class provides a dynamic plugin object.
 """
 
-from abc import ABC
-from typing import Any, List
+from abc import ABC
+from typing import Any, List
 
-from dash.dependencies import Input, Output
-from dash.development.base_component import Component
+from dash.dependencies import Input, Output
+from dash.development.base_component import Component
 
-from deepcave import interactive
-from deepcave.plugins import Plugin
+from deepcave import interactive
+from deepcave.plugins import Plugin
 
 
 

 [docs]
-class DynamicPlugin(Plugin, ABC):
+class DynamicPlugin(Plugin, ABC):
     """
     Provide a dynamic plugin object.
 
@@ -860,13 +860,13 @@ 
Source code for deepcave.plugins.dynamic
 
     use_cache = True
 
-    def __init__(self) -> None:
+    def __init__(self) -> None:
         super().__init__()
 
 

 [docs]
     @interactive
-    def register_callbacks(self) -> None:
+    def register_callbacks(self) -> None:
         """
         Register basic callbacks for the plugin.
 
@@ -877,7 +877,7 @@ 
Source code for deepcave.plugins.dynamic
         - Callback to be redirected to the config if clicked on it.
         """
         super().register_callbacks()
-        from deepcave import app, c, rc
+        from deepcave import app, c, rc
 
         outputs = []
         for id, attribute in self.outputs:
@@ -889,7 +889,7 @@ 
Source code for deepcave.plugins.dynamic
 
         # Register updates from inputs
         @app.callback(outputs, inputs)  # type: ignore
-        def plugin_output_update(_: Any, *inputs_list: str) -> Any:
+        def plugin_output_update(_: Any, *inputs_list: str) -> Any:
             """
             Update the outputs.
 
@@ -940,7 +940,7 @@ 
Source code for deepcave.plugins.dynamic
 

 [docs]
     @interactive
-    def __call__(self) -> List[Component]:  # type: ignore
+    def __call__(self) -> List[Component]:  # type: ignore
         """
         Return the components for the plugin.
 
@@ -975,7 +975,7 @@ 
Source code for deepcave.plugins.dynamic
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/plugins/hyperparameter/ablation_paths.html b/main/_modules/deepcave/plugins/hyperparameter/ablation_paths.html
index 2438ee4b..1cdfc78e 100644
--- a/main/_modules/deepcave/plugins/hyperparameter/ablation_paths.html
+++ b/main/_modules/deepcave/plugins/hyperparameter/ablation_paths.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -825,32 +825,32 @@ 
Source code for deepcave.plugins.hyperparameter.ablation_paths
    - Ablation_Paths: This class provides a plugin for the visualization of the ablation paths.
 """
 
-from typing import Any, Callable, Dict, List, Union
+from typing import Any, Callable, Dict, List, Union
 
-import math
-from io import StringIO
+import math
+from io import StringIO
 
-import dash_bootstrap_components as dbc
-import numpy as np
-import pandas as pd
-import plotly.express as px
-import plotly.graph_objs as go
-from dash import dcc, html
-from dash.exceptions import PreventUpdate
+import dash_bootstrap_components as dbc
+import numpy as np
+import pandas as pd
+import plotly.express as px
+import plotly.graph_objs as go
+from dash import dcc, html
+from dash.exceptions import PreventUpdate
 
-from deepcave import config
-from deepcave.evaluators.ablation import Ablation
-from deepcave.evaluators.mo_ablation import MOAblation
-from deepcave.plugins.static import StaticPlugin
-from deepcave.runs import AbstractRun
-from deepcave.utils.cast import optional_int
-from deepcave.utils.layout import get_checklist_options, get_select_options, help_button
-from deepcave.utils.styled_plotty import get_color, save_image
+from deepcave import config
+from deepcave.evaluators.ablation import Ablation
+from deepcave.evaluators.mo_ablation import MOAblation
+from deepcave.plugins.static import StaticPlugin
+from deepcave.runs import AbstractRun
+from deepcave.utils.cast import optional_int
+from deepcave.utils.layout import get_checklist_options, get_select_options, help_button
+from deepcave.utils.styled_plotty import get_color, save_image
 
 
 

 [docs]
-class AblationPaths(StaticPlugin):
+class AblationPaths(StaticPlugin):
     """
     Provide a plugin for the visualization of the ablation paths.
 
@@ -867,7 +867,7 @@ 
Source code for deepcave.plugins.hyperparameter.ablation_paths

 [docs]
     @staticmethod
-    def get_input_layout(register: Callable) -> List[Any]:
+    def get_input_layout(register: Callable) -> List[Any]:
         """
         Get the layout for the input block.
 
@@ -926,7 +926,7 @@ 
Source code for deepcave.plugins.hyperparameter.ablation_paths

 [docs]
     @staticmethod
-    def get_filter_layout(register: Callable) -> List[dbc.Row]:
+    def get_filter_layout(register: Callable) -> List[dbc.Row]:
         """
         Get the layout for the filter block.
 
@@ -1002,7 +1002,7 @@ 
Source code for deepcave.plugins.hyperparameter.ablation_paths

 [docs]
-    def load_inputs(self) -> Dict[str, Dict[str, Any]]:
+    def load_inputs(self) -> Dict[str, Dict[str, Any]]:
         """
         Load the content for the defined inputs in 'get_input_layout' and 'get_filter_layout'.
 
@@ -1025,7 +1025,7 @@ 
Source code for deepcave.plugins.hyperparameter.ablation_paths

 [docs]
-    def load_dependency_inputs(self, run, _, inputs) -> Dict[str, Any]:  # type: ignore # noqa: E501
+    def load_dependency_inputs(self, run, _, inputs) -> Dict[str, Any]:  # type: ignore # noqa: E501
         """
         Works like 'load_inputs' but called after inputs have changed.
 
@@ -1102,7 +1102,7 @@ 
Source code for deepcave.plugins.hyperparameter.ablation_paths

 [docs]
     @staticmethod
-    def process(run: AbstractRun, inputs: Dict[str, Any]) -> Dict[str, Any]:
+    def process(run: AbstractRun, inputs: Dict[str, Any]) -> Dict[str, Any]:
         """
         Return raw data based on the run and input data.
 
@@ -1168,7 +1168,7 @@ 
Source code for deepcave.plugins.hyperparameter.ablation_paths

 [docs]
     @staticmethod
-    def get_output_layout(register: Callable) -> List[dcc.Graph]:
+    def get_output_layout(register: Callable) -> List[dcc.Graph]:
         """
         Get the layout for the output block.
 
@@ -1200,7 +1200,7 @@ 
Source code for deepcave.plugins.hyperparameter.ablation_paths

 [docs]
     @staticmethod
-    def load_outputs(run, inputs, outputs) -> List[go.Figure]:  # type: ignore
+    def load_outputs(run, inputs, outputs) -> List[go.Figure]:  # type: ignore
         """
         Read in raw data and prepare for layout.
 
@@ -1330,7 +1330,7 @@ 
Source code for deepcave.plugins.hyperparameter.ablation_paths

 [docs]
     @staticmethod
-    def load_outputs_mo(run, inputs, outputs) -> List[go.Figure]:  # type: ignore
+    def load_outputs_mo(run, inputs, outputs) -> List[go.Figure]:  # type: ignore
         """
         Multi-objective case for read in raw data and prepare for layout.
 
@@ -1473,7 +1473,7 @@ 
Source code for deepcave.plugins.hyperparameter.ablation_paths

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/plugins/hyperparameter/configuration_cube.html b/main/_modules/deepcave/plugins/hyperparameter/configuration_cube.html
index 6bcc0807..cf7ab2fa 100644
--- a/main/_modules/deepcave/plugins/hyperparameter/configuration_cube.html
+++ b/main/_modules/deepcave/plugins/hyperparameter/configuration_cube.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -824,27 +824,27 @@ 
Source code for deepcave.plugins.hyperparameter.configuration_cube
    - ConfigurationCube: A plugin for visualizing a configuration cube.
 """
 
-from typing import Any, Callable, Dict, List, Tuple
+from typing import Any, Callable, Dict, List, Tuple
 
-import dash_bootstrap_components as dbc
-import numpy as np
-import pandas as pd
-import plotly.graph_objs as go
-from dash import dcc, html
-from dash.exceptions import PreventUpdate
+import dash_bootstrap_components as dbc
+import numpy as np
+import pandas as pd
+import plotly.graph_objs as go
+from dash import dcc, html
+from dash.exceptions import PreventUpdate
 
-from deepcave import config
-from deepcave.plugins.dynamic import DynamicPlugin
-from deepcave.runs import AbstractRun, Status
-from deepcave.utils.compression import deserialize, serialize
-from deepcave.utils.layout import (
+from deepcave import config
+from deepcave.plugins.dynamic import DynamicPlugin
+from deepcave.runs import AbstractRun, Status
+from deepcave.utils.compression import deserialize, serialize
+from deepcave.utils.layout import (
     get_checklist_options,
     get_select_options,
     get_slider_marks,
     help_button,
 )
-from deepcave.utils.logs import get_logger
-from deepcave.utils.styled_plotty import (
+from deepcave.utils.logs import get_logger
+from deepcave.utils.styled_plotty import (
     get_hovertext_from_config,
     get_hyperparameter_ticks,
     save_image,
@@ -855,7 +855,7 @@ 
Source code for deepcave.plugins.hyperparameter.configuration_cube

 [docs]
-class ConfigurationCube(DynamicPlugin):
+class ConfigurationCube(DynamicPlugin):
     """A plugin for visualizing a configuration cube."""
 
     id = "ccube"
@@ -867,7 +867,7 @@ 
Source code for deepcave.plugins.hyperparameter.configuration_cube

 [docs]
     @staticmethod
-    def get_input_layout(register: Callable) -> List[dbc.Row]:
+    def get_input_layout(register: Callable) -> List[dbc.Row]:
         """
         Get the layout for the input block.
 
@@ -922,7 +922,7 @@ 
Source code for deepcave.plugins.hyperparameter.configuration_cube

 [docs]
     @staticmethod
-    def get_filter_layout(register: Callable) -> List[html.Div]:
+    def get_filter_layout(register: Callable) -> List[html.Div]:
         """
         Get the layout for the filter block.
 
@@ -965,7 +965,7 @@ 
Source code for deepcave.plugins.hyperparameter.configuration_cube

 [docs]
-    def load_inputs(self) -> Dict[str, Any]:
+    def load_inputs(self) -> Dict[str, Any]:
         """
         Load the content for the defined inputs in 'get_input_layout' and 'get_filter_layout'.
 
@@ -986,7 +986,7 @@ 
Source code for deepcave.plugins.hyperparameter.configuration_cube

 [docs]
-    def load_dependency_inputs(self, run, _, inputs) -> Dict[str, Any]:  # type: ignore
+    def load_dependency_inputs(self, run, _, inputs) -> Dict[str, Any]:  # type: ignore
         """
         Work like 'load_inputs' but called after inputs have changed.
 
@@ -1074,7 +1074,7 @@ 
Source code for deepcave.plugins.hyperparameter.configuration_cube

 [docs]
     @staticmethod
-    def process(run: AbstractRun, inputs: Dict[str, Any]) -> Dict[str, str]:
+    def process(run: AbstractRun, inputs: Dict[str, Any]) -> Dict[str, str]:
         """
         Return raw data based on the run and input data.
 
@@ -1112,7 +1112,7 @@ 
Source code for deepcave.plugins.hyperparameter.configuration_cube

 [docs]
     @staticmethod
-    def get_output_layout(register: Callable) -> Tuple[dcc.Graph,]:
+    def get_output_layout(register: Callable) -> Tuple[dcc.Graph,]:
         """
         Get the layout for the output block.
 
@@ -1139,7 +1139,7 @@ 
Source code for deepcave.plugins.hyperparameter.configuration_cube

 [docs]
     @staticmethod
-    def load_outputs(run, inputs, outputs) -> go.Figure:  # type: ignore
+    def load_outputs(run, inputs, outputs) -> go.Figure:  # type: ignore
         """
         Read in the raw data and prepares them for the layout.
 
@@ -1297,7 +1297,7 @@ 
Source code for deepcave.plugins.hyperparameter.configuration_cube

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/plugins/hyperparameter/importances.html b/main/_modules/deepcave/plugins/hyperparameter/importances.html
index e9b42d59..34f5dc38 100644
--- a/main/_modules/deepcave/plugins/hyperparameter/importances.html
+++ b/main/_modules/deepcave/plugins/hyperparameter/importances.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -825,37 +825,37 @@ 
Source code for deepcave.plugins.hyperparameter.importances
    - Importances: This class provides a plugin for the visualization of the importances.
 """
 
-from typing import Any, Callable, Dict, List, Optional, Union
-
-from io import StringIO
-
-import dash_bootstrap_components as dbc
-import numpy as np
-import pandas as pd
-import plotly.express as px
-import plotly.graph_objs as go
-from ConfigSpace import ConfigurationSpace, Constant
-from dash import dcc, html
-from dash.exceptions import PreventUpdate
-
-from deepcave import config
-from deepcave.evaluators.fanova import fANOVA as GlobalEvaluator
-from deepcave.evaluators.lpi import LPI as LocalEvaluator
-from deepcave.evaluators.mo_fanova import MOfANOVA
-from deepcave.evaluators.mo_lpi import MOLPI
-from deepcave.plugins.static import StaticPlugin
-from deepcave.runs import AbstractRun
-from deepcave.utils.cast import optional_int
-from deepcave.utils.layout import get_checklist_options, get_select_options, help_button
-from deepcave.utils.logs import get_logger
-from deepcave.utils.styled_plotty import get_color, save_image
+from typing import Any, Callable, Dict, List, Optional, Union
+
+from io import StringIO
+
+import dash_bootstrap_components as dbc
+import numpy as np
+import pandas as pd
+import plotly.express as px
+import plotly.graph_objs as go
+from ConfigSpace import ConfigurationSpace, Constant
+from dash import dcc, html
+from dash.exceptions import PreventUpdate
+
+from deepcave import config
+from deepcave.evaluators.fanova import fANOVA as GlobalEvaluator
+from deepcave.evaluators.lpi import LPI as LocalEvaluator
+from deepcave.evaluators.mo_fanova import MOfANOVA
+from deepcave.evaluators.mo_lpi import MOLPI
+from deepcave.plugins.static import StaticPlugin
+from deepcave.runs import AbstractRun
+from deepcave.utils.cast import optional_int
+from deepcave.utils.layout import get_checklist_options, get_select_options, help_button
+from deepcave.utils.logs import get_logger
+from deepcave.utils.styled_plotty import get_color, save_image
 
 logger = get_logger(__name__)
 
 
 

 [docs]
-class Importances(StaticPlugin):
+class Importances(StaticPlugin):
     """
     Provide a plugin for the visualization of the importances.
 
@@ -874,7 +874,7 @@ 
Source code for deepcave.plugins.hyperparameter.importances

 [docs]
     @staticmethod
-    def get_input_layout(register: Callable) -> List[Any]:
+    def get_input_layout(register: Callable) -> List[Any]:
         """
         Get the layout for the input block.
 
@@ -953,7 +953,7 @@ 
Source code for deepcave.plugins.hyperparameter.importances

 [docs]
     @staticmethod
-    def get_filter_layout(register: Callable) -> List[html.Div]:
+    def get_filter_layout(register: Callable) -> List[html.Div]:
         """
         Get the layout for the filter block.
 
@@ -1004,7 +1004,7 @@ 
Source code for deepcave.plugins.hyperparameter.importances

 [docs]
-    def load_inputs(self) -> Dict[str, Dict[str, Any]]:
+    def load_inputs(self) -> Dict[str, Dict[str, Any]]:
         """
         Load the content for the defined inputs in 'get_input_layout' and 'get_filter_layout'.
 
@@ -1037,7 +1037,7 @@ 
Source code for deepcave.plugins.hyperparameter.importances

 [docs]
-    def load_dependency_inputs(self, run, _, inputs) -> Dict[str, Any]:  # type: ignore # noqa: E501
+    def load_dependency_inputs(self, run, _, inputs) -> Dict[str, Any]:  # type: ignore # noqa: E501
         """
         Works like 'load_inputs' but called after inputs have changed.
 
@@ -1125,7 +1125,7 @@ 
Source code for deepcave.plugins.hyperparameter.importances

 [docs]
     @staticmethod
-    def process(run: AbstractRun, inputs: Dict[str, Any]) -> Dict[str, Any]:
+    def process(run: AbstractRun, inputs: Dict[str, Any]) -> Dict[str, Any]:
         """
         Return raw data based on the run and input data.
 
@@ -1234,7 +1234,7 @@ 
Source code for deepcave.plugins.hyperparameter.importances

 [docs]
     @staticmethod
-    def get_output_layout(register: Callable) -> dcc.Graph:
+    def get_output_layout(register: Callable) -> dcc.Graph:
         """
         Get the layout for the output block.
 
@@ -1259,7 +1259,7 @@ 
Source code for deepcave.plugins.hyperparameter.importances

 [docs]
     @staticmethod
-    def load_outputs(run, inputs, outputs) -> go.Figure:  # type: ignore
+    def load_outputs(run, inputs, outputs) -> go.Figure:  # type: ignore
         """
         Read in raw data and prepare for layout.
 
@@ -1358,7 +1358,7 @@ 
Source code for deepcave.plugins.hyperparameter.importances

 [docs]
     @staticmethod
-    def load_ouputs_mo_fanova(run, inputs, outputs) -> go.Figure:  # type: ignore
+    def load_ouputs_mo_fanova(run, inputs, outputs) -> go.Figure:  # type: ignore
         """
         Multi-objective case for read in raw data and prepare for layout.
 
@@ -1503,7 +1503,7 @@ 
Source code for deepcave.plugins.hyperparameter.importances

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/plugins/hyperparameter/parallel_coordinates.html b/main/_modules/deepcave/plugins/hyperparameter/parallel_coordinates.html
index 0ee6fe38..5f7ab890 100644
--- a/main/_modules/deepcave/plugins/hyperparameter/parallel_coordinates.html
+++ b/main/_modules/deepcave/plugins/hyperparameter/parallel_coordinates.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -823,32 +823,32 @@ 
Source code for deepcave.plugins.hyperparameter.parallel_coordinates
    - ParallelCoordinates : Can be used for visualizing the parallel coordinates.
 """
 
-from typing import Any, Callable, Dict, List
+from typing import Any, Callable, Dict, List
 
-from collections import defaultdict
+from collections import defaultdict
 
-import dash_bootstrap_components as dbc
-import numpy as np
-import pandas as pd
-import plotly.graph_objs as go
-from dash import dcc, html
-from dash.exceptions import PreventUpdate
+import dash_bootstrap_components as dbc
+import numpy as np
+import pandas as pd
+import plotly.graph_objs as go
+from dash import dcc, html
+from dash.exceptions import PreventUpdate
 
-from deepcave import config
-from deepcave.constants import VALUE_RANGE
-from deepcave.evaluators.fanova import fANOVA
-from deepcave.plugins.static import StaticPlugin
-from deepcave.utils.compression import deserialize, serialize
-from deepcave.utils.layout import get_checklist_options, get_select_options, help_button
-from deepcave.utils.logs import get_logger
-from deepcave.utils.styled_plotty import get_hyperparameter_ticks, save_image
+from deepcave import config
+from deepcave.constants import VALUE_RANGE
+from deepcave.evaluators.fanova import fANOVA
+from deepcave.plugins.static import StaticPlugin
+from deepcave.utils.compression import deserialize, serialize
+from deepcave.utils.layout import get_checklist_options, get_select_options, help_button
+from deepcave.utils.logs import get_logger
+from deepcave.utils.styled_plotty import get_hyperparameter_ticks, save_image
 
 logger = get_logger(__name__)
 
 
 

 [docs]
-class ParallelCoordinates(StaticPlugin):
+class ParallelCoordinates(StaticPlugin):
     """Can be used for visualizing the parallel coordinates."""
 
     id = "parallel_coordinates"
@@ -860,7 +860,7 @@ 
Source code for deepcave.plugins.hyperparameter.parallel_coordinates

 [docs]
     @staticmethod
-    def get_input_layout(register: Callable) -> List[Any]:
+    def get_input_layout(register: Callable) -> List[Any]:
         """
         Get the layout for the input block.
 
@@ -929,7 +929,7 @@ 
Source code for deepcave.plugins.hyperparameter.parallel_coordinates

 [docs]
     @staticmethod
-    def get_filter_layout(register: Callable) -> List[Any]:
+    def get_filter_layout(register: Callable) -> List[Any]:
         """
         Get the layout for the filter block.
 
@@ -987,7 +987,7 @@ 
Source code for deepcave.plugins.hyperparameter.parallel_coordinates

 [docs]
-    def load_inputs(self) -> Dict[str, Dict[str, Any]]:
+    def load_inputs(self) -> Dict[str, Dict[str, Any]]:
         """
         Load the content for the defined inputs in 'get_input_layout' and 'get_filter_layout'.
 
@@ -1011,7 +1011,7 @@ 
Source code for deepcave.plugins.hyperparameter.parallel_coordinates

 [docs]
-    def load_dependency_inputs(self, run, _, inputs) -> Dict[str, Any]:  # type: ignore
+    def load_dependency_inputs(self, run, _, inputs) -> Dict[str, Any]:  # type: ignore
         """
         Work like 'load_inputs' but called after inputs have changed.
 
@@ -1091,7 +1091,7 @@ 
Source code for deepcave.plugins.hyperparameter.parallel_coordinates

 [docs]
     @staticmethod
-    def process(run, inputs) -> Dict[str, Any]:  # type: ignore
+    def process(run, inputs) -> Dict[str, Any]:  # type: ignore
         """
         Return raw data based on a run and input data.
 
@@ -1141,7 +1141,7 @@ 
Source code for deepcave.plugins.hyperparameter.parallel_coordinates

 [docs]
     @staticmethod
-    def get_output_layout(register: Callable) -> dcc.Graph:
+    def get_output_layout(register: Callable) -> dcc.Graph:
         """
         Get the layout for the output block.
 
@@ -1166,7 +1166,7 @@ 
Source code for deepcave.plugins.hyperparameter.parallel_coordinates

 [docs]
     @staticmethod
-    def load_outputs(run, inputs, outputs) -> go.Figure:  # type: ignore
+    def load_outputs(run, inputs, outputs) -> go.Figure:  # type: ignore
         """
         Read in the raw data and prepare them for the layout.
 
@@ -1289,7 +1289,7 @@ 
Source code for deepcave.plugins.hyperparameter.parallel_coordinates

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/plugins/hyperparameter/pdp.html b/main/_modules/deepcave/plugins/hyperparameter/pdp.html
index 213b6def..c947820e 100644
--- a/main/_modules/deepcave/plugins/hyperparameter/pdp.html
+++ b/main/_modules/deepcave/plugins/hyperparameter/pdp.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -831,20 +831,20 @@ 
Source code for deepcave.plugins.hyperparameter.pdp
    MAX_SHOWN_SAMPLES : int
 """
 
-from typing import Any, Callable, Dict, List
+from typing import Any, Callable, Dict, List
 
-import dash_bootstrap_components as dbc
-import numpy as np
-import plotly.graph_objs as go
-from dash import dcc, html
-from pyPDP.algorithms.pdp import PDP
+import dash_bootstrap_components as dbc
+import numpy as np
+import plotly.graph_objs as go
+from dash import dcc, html
+from pyPDP.algorithms.pdp import PDP
 
-from deepcave import config
-from deepcave.evaluators.epm.random_forest_surrogate import RandomForestSurrogate
-from deepcave.plugins.static import StaticPlugin
-from deepcave.runs import Status
-from deepcave.utils.layout import get_checklist_options, get_select_options, help_button
-from deepcave.utils.styled_plotty import get_color, get_hyperparameter_ticks, save_image
+from deepcave import config
+from deepcave.evaluators.epm.random_forest_surrogate import RandomForestSurrogate
+from deepcave.plugins.static import StaticPlugin
+from deepcave.runs import Status
+from deepcave.utils.layout import get_checklist_options, get_select_options, help_button
+from deepcave.utils.styled_plotty import get_color, get_hyperparameter_ticks, save_image
 
 GRID_POINTS_PER_AXIS = 20
 SAMPLES_PER_HP = 10
@@ -854,7 +854,7 @@ 
Source code for deepcave.plugins.hyperparameter.pdp

 [docs]
-class PartialDependencies(StaticPlugin):
+class PartialDependencies(StaticPlugin):
     """
     Generate Partial Dependency Plots (PDP).
 
@@ -871,7 +871,7 @@ 
Source code for deepcave.plugins.hyperparameter.pdp

 [docs]
     @staticmethod
-    def get_input_layout(register: Callable) -> List[dbc.Row]:
+    def get_input_layout(register: Callable) -> List[dbc.Row]:
         """
         Get the layout for the input block.
 
@@ -951,7 +951,7 @@ 
Source code for deepcave.plugins.hyperparameter.pdp

 [docs]
     @staticmethod
-    def get_filter_layout(register: Callable) -> List[Any]:
+    def get_filter_layout(register: Callable) -> List[Any]:
         """
         Get the layout for the filter block.
 
@@ -1005,7 +1005,7 @@ 
Source code for deepcave.plugins.hyperparameter.pdp

 [docs]
-    def load_inputs(self) -> Dict[str, Dict[str, Any]]:
+    def load_inputs(self) -> Dict[str, Dict[str, Any]]:
         """
         Load the content for the defined inputs in 'get_input_layout' and 'get_filter_layout'.
 
@@ -1026,7 +1026,7 @@ 
Source code for deepcave.plugins.hyperparameter.pdp

 [docs]
-    def load_dependency_inputs(self, run, previous_inputs, inputs) -> Dict[str, Any]:  # type: ignore # noqa: E501
+    def load_dependency_inputs(self, run, previous_inputs, inputs) -> Dict[str, Any]:  # type: ignore # noqa: E501
         """
         Work like 'load_inputs' but called after inputs have changed.
 
@@ -1086,7 +1086,7 @@ 
Source code for deepcave.plugins.hyperparameter.pdp

 [docs]
     @staticmethod
-    def process(run, inputs) -> Dict[str, Any]:  # type: ignore
+    def process(run, inputs) -> Dict[str, Any]:  # type: ignore
         """
         Return raw data based on a run and the input data.
 
@@ -1184,7 +1184,7 @@ 
Source code for deepcave.plugins.hyperparameter.pdp

 [docs]
     @staticmethod
-    def get_output_layout(register: Callable) -> dcc.Graph:
+    def get_output_layout(register: Callable) -> dcc.Graph:
         """
         Get the layout for the output block.
 
@@ -1209,7 +1209,7 @@ 
Source code for deepcave.plugins.hyperparameter.pdp

 [docs]
     @staticmethod
-    def get_pdp_figure(  # type: ignore
+    def get_pdp_figure(  # type: ignore
         run, inputs, outputs, show_confidence, show_ice, title=None, fontsize=None
     ) -> go.Figure:
         """
@@ -1364,7 +1364,7 @@ 
Source code for deepcave.plugins.hyperparameter.pdp

 [docs]
     @staticmethod
-    def load_outputs(run, inputs, outputs):  # type: ignore
+    def load_outputs(run, inputs, outputs):  # type: ignore
         """
         Read the raw data and prepare it for the layout.
 
@@ -1417,7 +1417,7 @@ 
Source code for deepcave.plugins.hyperparameter.pdp

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/plugins/hyperparameter/symbolic_explanations.html b/main/_modules/deepcave/plugins/hyperparameter/symbolic_explanations.html
index 16cc4b48..2e36c405 100644
--- a/main/_modules/deepcave/plugins/hyperparameter/symbolic_explanations.html
+++ b/main/_modules/deepcave/plugins/hyperparameter/symbolic_explanations.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -831,24 +831,24 @@ 
Source code for deepcave.plugins.hyperparameter.symbolic_explanations
    MAX_SHOWN_SAMPLES : int
 """
 
-from typing import Any, Callable, Dict, List, Union
-
-import dash_bootstrap_components as dbc
-import numpy as np
-import plotly.graph_objs as go
-from ConfigSpace.hyperparameters import CategoricalHyperparameter
-from dash import dcc, html
-from gplearn.genetic import SymbolicRegressor
-from pyPDP.algorithms.pdp import PDP
-
-from deepcave import config
-from deepcave.evaluators.epm.random_forest_surrogate import RandomForestSurrogate
-from deepcave.plugins.hyperparameter.pdp import PartialDependencies
-from deepcave.plugins.static import StaticPlugin
-from deepcave.runs import Status
-from deepcave.utils.layout import get_checklist_options, get_select_options, help_button
-from deepcave.utils.styled_plotty import get_color, get_hyperparameter_ticks, save_image
-from deepcave.utils.symbolic_regression import convert_symb, get_function_set
+from typing import Any, Callable, Dict, List, Union
+
+import dash_bootstrap_components as dbc
+import numpy as np
+import plotly.graph_objs as go
+from ConfigSpace.hyperparameters import CategoricalHyperparameter
+from dash import dcc, html
+from gplearn.genetic import SymbolicRegressor
+from pyPDP.algorithms.pdp import PDP
+
+from deepcave import config
+from deepcave.evaluators.epm.random_forest_surrogate import RandomForestSurrogate
+from deepcave.plugins.hyperparameter.pdp import PartialDependencies
+from deepcave.plugins.static import StaticPlugin
+from deepcave.runs import Status
+from deepcave.utils.layout import get_checklist_options, get_select_options, help_button
+from deepcave.utils.styled_plotty import get_color, get_hyperparameter_ticks, save_image
+from deepcave.utils.symbolic_regression import convert_symb, get_function_set
 
 SR_TRAIN_POINTS_PER_AXIS = 20
 SAMPLES_PER_HP = 10
@@ -858,7 +858,7 @@ 
Source code for deepcave.plugins.hyperparameter.symbolic_explanations

 [docs]
-class SymbolicExplanations(StaticPlugin):
+class SymbolicExplanations(StaticPlugin):
     """
     Generate Symbolic Explanations.
 
@@ -875,7 +875,7 @@ 
Source code for deepcave.plugins.hyperparameter.symbolic_explanations

 [docs]
     @staticmethod
-    def get_input_layout(register: Callable) -> List[Union[dbc.Row, html.Details]]:
+    def get_input_layout(register: Callable) -> List[Union[dbc.Row, html.Details]]:
         """
         Get the layout for the input block.
 
@@ -1046,7 +1046,7 @@ 
Source code for deepcave.plugins.hyperparameter.symbolic_explanations

 [docs]
-    def load_inputs(self) -> Dict[str, Dict[str, Any]]:
+    def load_inputs(self) -> Dict[str, Dict[str, Any]]:
         """
         Load the content for the defined inputs in 'get_input_layout'.
 
@@ -1073,7 +1073,7 @@ 
Source code for deepcave.plugins.hyperparameter.symbolic_explanations

 [docs]
-    def load_dependency_inputs(self, run, previous_inputs, inputs) -> Dict[str, Any]:  # type: ignore # noqa: E501
+    def load_dependency_inputs(self, run, previous_inputs, inputs) -> Dict[str, Any]:  # type: ignore # noqa: E501
         """
         Work like 'load_inputs' but called after inputs have changed.
 
@@ -1142,7 +1142,7 @@ 
Source code for deepcave.plugins.hyperparameter.symbolic_explanations

 [docs]
     @staticmethod
-    def process(run, inputs) -> Dict[str, Any]:  # type: ignore
+    def process(run, inputs) -> Dict[str, Any]:  # type: ignore
         """
         Return raw data based on a run and the input data.
 
@@ -1305,7 +1305,7 @@ 
Source code for deepcave.plugins.hyperparameter.symbolic_explanations

 [docs]
     @staticmethod
-    def get_output_layout(register: Callable) -> List[dcc.Graph]:
+    def get_output_layout(register: Callable) -> List[dcc.Graph]:
         """
         Get the layout for the output block.
 
@@ -1337,7 +1337,7 @@ 
Source code for deepcave.plugins.hyperparameter.symbolic_explanations

 [docs]
     @staticmethod
-    def load_outputs(run, inputs, outputs) -> List[go.Figure]:  # type: ignore
+    def load_outputs(run, inputs, outputs) -> List[go.Figure]:  # type: ignore
         """
         Read the raw data and prepare it for the layout.
 
@@ -1482,7 +1482,7 @@ 
Source code for deepcave.plugins.hyperparameter.symbolic_explanations

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/plugins/static.html b/main/_modules/deepcave/plugins/static.html
index 4e618f4a..d6a6381b 100644
--- a/main/_modules/deepcave/plugins/static.html
+++ b/main/_modules/deepcave/plugins/static.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -825,28 +825,28 @@ 
Source code for deepcave.plugins.static
     - StaticPlugin: This class provides a static plugin object.
 """
 
-from abc import ABC
-from typing import Any, Callable, Dict, List, Optional, Tuple
+from abc import ABC
+from typing import Any, Callable, Dict, List, Optional, Tuple
 
-import traceback
-from enum import Enum
+import traceback
+from enum import Enum
 
-import dash_bootstrap_components as dbc
-from dash import dcc, html
-from dash.dash import no_update
-from dash.dependencies import Input, Output, State
-from dash.development.base_component import Component
-from dash.exceptions import PreventUpdate
+import dash_bootstrap_components as dbc
+from dash import dcc, html
+from dash.dash import no_update
+from dash.dependencies import Input, Output, State
+from dash.development.base_component import Component
+from dash.exceptions import PreventUpdate
 
-from deepcave import interactive
-from deepcave.plugins import Plugin
-from deepcave.runs import AbstractRun
-from deepcave.utils.url import create_url
+from deepcave import interactive
+from deepcave.plugins import Plugin
+from deepcave.runs import AbstractRun
+from deepcave.utils.url import create_url
 
 
 

 [docs]
-class PluginState(Enum):
+class PluginState(Enum):
     """An Enum to define the state of the Plugin."""
 
     UNSET = -1
@@ -857,7 +857,7 @@ 
Source code for deepcave.plugins.static
 
 
 
-def _process(
+def _process(
     process: Callable[[AbstractRun, Any], None], run: AbstractRun, inputs: Dict[str, Any]
 ) -> None:
     """
@@ -888,7 +888,7 @@ 
Source code for deepcave.plugins.static
 
 

 [docs]
-class StaticPlugin(Plugin, ABC):
+class StaticPlugin(Plugin, ABC):
     """
     Provide a static plugin object.
 
@@ -915,11 +915,11 @@ 
Source code for deepcave.plugins.static
         The caption for the button.
     """
 
-    def __init__(self) -> None:
+    def __init__(self) -> None:
         super().__init__()
         self._setup()
 
-    def _setup(self) -> None:
+    def _setup(self) -> None:
         """Set up the plugin."""
         self._state = PluginState.UNSET  # Set in the main loop to track what's going on right now
         self._previous_state: Optional[PluginState] = None  # Used for updating status
@@ -930,7 +930,7 @@ 
Source code for deepcave.plugins.static
 

 [docs]
     @interactive
-    def register_callbacks(self) -> None:
+    def register_callbacks(self) -> None:
         """Register different callbacks."""
         super().register_callbacks()
         self._callback_inputs_changed()
@@ -939,9 +939,9 @@ 
Source code for deepcave.plugins.static
 
 
     @interactive
-    def _callback_inputs_changed(self) -> None:
+    def _callback_inputs_changed(self) -> None:
         """Handle callback if the inputs changed."""
-        from deepcave import app, c, queue, rc, run_handler
+        from deepcave import app, c, queue, rc, run_handler
 
         # Plugin specific outputs
         outputs = []
@@ -959,7 +959,7 @@ 
Source code for deepcave.plugins.static
 
         # Register updates from inputs
         @app.callback(outputs, inputs)  # type: ignore
-        def plugin_process(n_clicks: int, _: Any, *inputs_list: str) -> Optional[Any]:
+        def plugin_process(n_clicks: int, _: Any, *inputs_list: str) -> Optional[Any]:
             """Register updates from inputs."""
             self._blocked = True
             # Map the list `inputs_list` to a dict s.t.
@@ -1091,8 +1091,8 @@ 
Source code for deepcave.plugins.static
             raise PreventUpdate
 
     @interactive
-    def _callback_loop_trigger_main_loop(self) -> None:
-        from deepcave import app
+    def _callback_loop_trigger_main_loop(self) -> None:
+        from deepcave import app
 
         output = Output(self.get_internal_id("update-interval-output"), "data")
         inputs = [
@@ -1104,7 +1104,7 @@ 
Source code for deepcave.plugins.static
         # Especially not if it's blocked because PreventUpdate
         # prevent output updates from previous callback calls.
         @app.callback(output, inputs)  # type: ignore
-        def plugin_check_blocked(_: Any, data: Any) -> Any:
+        def plugin_check_blocked(_: Any, data: Any) -> Any:
             """
             Check if blocked.
 
@@ -1120,8 +1120,8 @@ 
Source code for deepcave.plugins.static
             return data + 1
 
     @interactive
-    def _callback_loop_update_status_label(self) -> None:
-        from deepcave import app, notification
+    def _callback_loop_update_status_label(self) -> None:
+        from deepcave import app, notification
 
         output = [
             Output(self.get_internal_id("update-button"), "children"),
@@ -1133,7 +1133,7 @@ 
Source code for deepcave.plugins.static
         # Update status label
         # Register updates from inputs
         @app.callback(output, input)  # type: ignore
-        def plugin_update_status(_: Any) -> Tuple[List[Any], Optional[Any], bool]:
+        def plugin_update_status(_: Any) -> Tuple[List[Any], Optional[Any], bool]:
             """Update the status of the plugin."""
             button_text = [html.Span(self.button_caption)]
 
@@ -1181,7 +1181,7 @@ 
Source code for deepcave.plugins.static
 
             return button_text, button, disabled
 
-    def _get_job_id(self, run_name: str, inputs_key: str) -> str:
+    def _get_job_id(self, run_name: str, inputs_key: str) -> str:
         """
         Get the job id.
 
@@ -1202,7 +1202,7 @@ 
Source code for deepcave.plugins.static
 

 [docs]
     @interactive
-    def __call__(self) -> List[Component]:  # type: ignore
+    def __call__(self) -> List[Component]:  # type: ignore
         """
         Return the components for the plugin.
 
@@ -1213,7 +1213,7 @@ 
Source code for deepcave.plugins.static
         List[Component]
             Layout as list of components.
         """
-        from deepcave import config
+        from deepcave import config
 
         self._setup()
 
@@ -1247,7 +1247,7 @@ 
Source code for deepcave.plugins.static
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/plugins/summary/configurations.html b/main/_modules/deepcave/plugins/summary/configurations.html
index 3d11d240..b38db70d 100644
--- a/main/_modules/deepcave/plugins/summary/configurations.html
+++ b/main/_modules/deepcave/plugins/summary/configurations.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -824,35 +824,35 @@ 
Source code for deepcave.plugins.summary.configurations
    - Configurations: Visualize the characteristics of a configuration.
 """
 
-from typing import Any, Callable, Dict, List, Optional, Union
+from typing import Any, Callable, Dict, List, Optional, Union
 
-from collections import defaultdict
+from collections import defaultdict
 
-import dash_bootstrap_components as dbc
-import numpy as np
-import pandas as pd
-import plotly.graph_objs as go
-from dash import dcc, html
+import dash_bootstrap_components as dbc
+import numpy as np
+import pandas as pd
+import plotly.graph_objs as go
+from dash import dcc, html
 
-from deepcave import config
-from deepcave.constants import VALUE_RANGE
-from deepcave.plugins.dynamic import DynamicPlugin
-from deepcave.runs import AbstractRun
-from deepcave.runs.status import Status
-from deepcave.utils.compression import deserialize, serialize
-from deepcave.utils.layout import create_table, get_slider_marks
-from deepcave.utils.styled_plotty import (
+from deepcave import config
+from deepcave.constants import VALUE_RANGE
+from deepcave.plugins.dynamic import DynamicPlugin
+from deepcave.runs import AbstractRun
+from deepcave.runs.status import Status
+from deepcave.utils.compression import deserialize, serialize
+from deepcave.utils.layout import create_table, get_slider_marks
+from deepcave.utils.styled_plotty import (
     generate_config_code,
     get_color,
     get_hyperparameter_ticks,
     save_image,
 )
-from deepcave.utils.url import create_url
+from deepcave.utils.url import create_url
 
 
 

 [docs]
-class Configurations(DynamicPlugin):
+class Configurations(DynamicPlugin):
     """Visualize the characteristics of a configuration."""
 
     id = "configurations"
@@ -865,7 +865,7 @@ 
Source code for deepcave.plugins.summary.configurations

 [docs]
     @staticmethod
-    def get_link(run: AbstractRun, config_id: int) -> str:
+    def get_link(run: AbstractRun, config_id: int) -> str:
         """
         Create a link to a specific configuration.
 
@@ -895,7 +895,7 @@ 
Source code for deepcave.plugins.summary.configurations

 [docs]
     @staticmethod
-    def get_input_layout(register: Callable) -> List[html.Div]:
+    def get_input_layout(register: Callable) -> List[html.Div]:
         """
         Get the layout for the input block.
 
@@ -922,7 +922,7 @@ 
Source code for deepcave.plugins.summary.configurations

 [docs]
-    def load_inputs(self) -> Dict[str, Any]:
+    def load_inputs(self) -> Dict[str, Any]:
         """
         Load the content for the defined inputs in 'get_input_layout' and 'get_filter_layout'.
 
@@ -942,7 +942,7 @@ 
Source code for deepcave.plugins.summary.configurations

 [docs]
-    def load_dependency_inputs(  # type: ignore
+    def load_dependency_inputs(  # type: ignore
         self, run, previous_inputs: Dict[str, Any], inputs: Dict[str, Any]
     ) -> Dict[str, Any]:
         """
@@ -987,7 +987,7 @@ 
Source code for deepcave.plugins.summary.configurations

 [docs]
     @staticmethod
-    def process(run, inputs) -> Dict[str, Any]:  # type: ignore
+    def process(run, inputs) -> Dict[str, Any]:  # type: ignore
         """
         Return raw data based on a run and input data.
 
@@ -1111,7 +1111,7 @@ 
Source code for deepcave.plugins.summary.configurations

 [docs]
     @staticmethod
-    def get_output_layout(
+    def get_output_layout(
         register: Callable,
     ) -> List[Any]:
         """
@@ -1180,7 +1180,7 @@ 
Source code for deepcave.plugins.summary.configurations
@staticmethod
-    def _get_objective_figure(
+    def _get_objective_figure(
         _: Any, outputs: Dict[str, Dict[str, Dict[Any, Any]]], run: AbstractRun
     ) -> go.Figure:
         """
@@ -1262,7 +1262,7 @@ 
Source code for deepcave.plugins.summary.configurations
return objective_figure
 
     @staticmethod
-    def _get_configspace_figure(
+    def _get_configspace_figure(
         inputs: Any, outputs: Dict[str, str], run: AbstractRun
     ) -> go.Figure:
         """
@@ -1327,7 +1327,7 @@ 
Source code for deepcave.plugins.summary.configurations

 [docs]
     @staticmethod
-    def load_outputs(run, inputs, outputs) -> List[Any]:  # type: ignore
+    def load_outputs(run, inputs, outputs) -> List[Any]:  # type: ignore
         """
         Read in the raw data and prepare them for the layout.
 
@@ -1393,7 +1393,7 @@ 
Source code for deepcave.plugins.summary.configurations

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/plugins/summary/footprint.html b/main/_modules/deepcave/plugins/summary/footprint.html
index 100a6837..9e31b1eb 100644
--- a/main/_modules/deepcave/plugins/summary/footprint.html
+++ b/main/_modules/deepcave/plugins/summary/footprint.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -824,17 +824,17 @@ 
Source code for deepcave.plugins.summary.footprint
    - FootPrint: A static plugin for the footprint of a configuration.
 """
 
-from typing import Any, Callable, Dict, List
+from typing import Any, Callable, Dict, List
 
-import dash_bootstrap_components as dbc
-import plotly.graph_objs as go
-from dash import dcc, html
+import dash_bootstrap_components as dbc
+import plotly.graph_objs as go
+from dash import dcc, html
 
-from deepcave import config
-from deepcave.evaluators.footprint import Footprint as Evaluator
-from deepcave.plugins.static import StaticPlugin
-from deepcave.utils.layout import get_select_options, help_button
-from deepcave.utils.styled_plotty import (
+from deepcave import config
+from deepcave.evaluators.footprint import Footprint as Evaluator
+from deepcave.plugins.static import StaticPlugin
+from deepcave.utils.layout import get_select_options, help_button
+from deepcave.utils.styled_plotty import (
     get_color,
     get_hovertext_from_config,
     save_image,
@@ -843,7 +843,7 @@ 
Source code for deepcave.plugins.summary.footprint

 [docs]
-class FootPrint(StaticPlugin):
+class FootPrint(StaticPlugin):
     """
     Visualize the footprint of a configuration.
 
@@ -859,7 +859,7 @@ 
Source code for deepcave.plugins.summary.footprint

 [docs]
     @staticmethod
-    def get_input_layout(register: Callable) -> List[Any]:
+    def get_input_layout(register: Callable) -> List[Any]:
         """
         Get the layout for the input block.
 
@@ -930,7 +930,7 @@ 
Source code for deepcave.plugins.summary.footprint

 [docs]
     @staticmethod
-    def get_filter_layout(register: Callable) -> List[dbc.Row]:
+    def get_filter_layout(register: Callable) -> List[dbc.Row]:
         """
         Get layout for the filter block.
 
@@ -975,7 +975,7 @@ 
Source code for deepcave.plugins.summary.footprint

 [docs]
-    def load_inputs(self) -> Dict[str, Dict[str, Any]]:
+    def load_inputs(self) -> Dict[str, Dict[str, Any]]:
         """
         Load the content for the defined inputs in 'get_input_layout' and 'get_filter_layout'.
 
@@ -997,7 +997,7 @@ 
Source code for deepcave.plugins.summary.footprint

 [docs]
-    def load_dependency_inputs(self, run, previous_inputs, inputs) -> Dict[str, Any]:  # type: ignore # noqa: E501
+    def load_dependency_inputs(self, run, previous_inputs, inputs) -> Dict[str, Any]:  # type: ignore # noqa: E501
         """
         Work like 'load_inputs' but called after inputs have changed.
 
@@ -1055,7 +1055,7 @@ 
Source code for deepcave.plugins.summary.footprint

 [docs]
     @staticmethod
-    def process(run, inputs) -> Dict[str, Any]:  # type: ignore
+    def process(run, inputs) -> Dict[str, Any]:  # type: ignore
         """
         Return raw data based on a run and input data.
 
@@ -1109,7 +1109,7 @@ 
Source code for deepcave.plugins.summary.footprint

 [docs]
     @staticmethod
-    def get_output_layout(register: Callable) -> dbc.Tabs:
+    def get_output_layout(register: Callable) -> dbc.Tabs:
         """
         Get the layout for the output block.
 
@@ -1149,7 +1149,7 @@ 
Source code for deepcave.plugins.summary.footprint

 [docs]
     @staticmethod
-    def load_outputs(run, inputs, outputs) -> List[Any]:  # type: ignore
+    def load_outputs(run, inputs, outputs) -> List[Any]:  # type: ignore
         """
         Read in the raw data and prepare them for the layout.
 
@@ -1286,7 +1286,7 @@ 
Source code for deepcave.plugins.summary.footprint

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/plugins/summary/overview.html b/main/_modules/deepcave/plugins/summary/overview.html
index 43f004aa..f973149c 100644
--- a/main/_modules/deepcave/plugins/summary/overview.html
+++ b/main/_modules/deepcave/plugins/summary/overview.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -826,14 +826,14 @@ 
Source code for deepcave.plugins.summary.overview
    - Overview: Visualize an overall overview of the selected run.
 """
 
-from typing import Any, Callable, Dict, List
+from typing import Any, Callable, Dict, List
 
-import itertools
+import itertools
 
-import dash_bootstrap_components as dbc
-import numpy as np
-import plotly.graph_objs as go
-from ConfigSpace.hyperparameters import (
+import dash_bootstrap_components as dbc
+import numpy as np
+import plotly.graph_objs as go
+from ConfigSpace.hyperparameters import (
     CategoricalHyperparameter,
     Constant,
     NormalFloatHyperparameter,
@@ -842,21 +842,21 @@ 
Source code for deepcave.plugins.summary.overview
UniformFloatHyperparameter,
     UniformIntegerHyperparameter,
 )
-from dash import dcc, html
+from dash import dcc, html
 
-from deepcave import config
-from deepcave.plugins.dynamic import DynamicPlugin
-from deepcave.plugins.summary.configurations import Configurations
-from deepcave.runs.group import Group
-from deepcave.runs.status import Status
-from deepcave.utils.layout import create_table, help_button
-from deepcave.utils.styled_plotty import get_discrete_heatmap, save_image
-from deepcave.utils.util import custom_round, get_latest_change
+from deepcave import config
+from deepcave.plugins.dynamic import DynamicPlugin
+from deepcave.plugins.summary.configurations import Configurations
+from deepcave.runs.group import Group
+from deepcave.runs.status import Status
+from deepcave.utils.layout import create_table, help_button
+from deepcave.utils.styled_plotty import get_discrete_heatmap, save_image
+from deepcave.utils.util import custom_round, get_latest_change
 
 
 

 [docs]
-class Overview(DynamicPlugin):
+class Overview(DynamicPlugin):
     """Visualize an overall overview of the selected run."""
 
     id = "overview"
@@ -869,7 +869,7 @@ 
Source code for deepcave.plugins.summary.overview

 [docs]
     @staticmethod
-    def get_output_layout(register: Callable) -> List[Any]:
+    def get_output_layout(register: Callable) -> List[Any]:
         """
         Get the layout for the output block.
 
@@ -932,7 +932,7 @@ 
Source code for deepcave.plugins.summary.overview

 [docs]
     @staticmethod
-    def load_outputs(run, *_: Any) -> List[Any]:  # type: ignore
+    def load_outputs(run, *_: Any) -> List[Any]:  # type: ignore
         """
         Read in the raw data and prepare them for the layout.
 
@@ -1297,7 +1297,7 @@ 
Source code for deepcave.plugins.summary.overview

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs.html b/main/_modules/deepcave/runs.html
index eb578417..1220fce8 100644
--- a/main/_modules/deepcave/runs.html
+++ b/main/_modules/deepcave/runs.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -824,41 +824,41 @@ 
Source code for deepcave.runs
     - AbstractRun: Create a new run.
 """
 
-from abc import ABC, abstractmethod
-from typing import Any, Dict, Iterator, List, Optional, Tuple, Union
+from abc import ABC, abstractmethod
+from typing import Any, Dict, Iterator, List, Optional, Tuple, Union
 
-from pathlib import Path
+from pathlib import Path
 
-import ConfigSpace
-import numpy as np
-import pandas as pd
-from ConfigSpace import (
+import ConfigSpace
+import numpy as np
+import pandas as pd
+from ConfigSpace import (
     CategoricalHyperparameter,
     Configuration,
     Constant,
     UniformFloatHyperparameter,
     UniformIntegerHyperparameter,
 )
-from ConfigSpace.hyperparameters.hp_components import ROUND_PLACES
+from ConfigSpace.hyperparameters.hp_components import ROUND_PLACES
 
-from deepcave.constants import (
+from deepcave.constants import (
     COMBINED_BUDGET,
     COMBINED_COST_NAME,
     COMBINED_SEED,
     CONSTANT_VALUE,
     NAN_VALUE,
 )
-from deepcave.runs.exceptions import NotMergeableError, RunInequality
-from deepcave.runs.objective import Objective
-from deepcave.runs.status import Status
-from deepcave.runs.trial import Trial
-from deepcave.utils.logs import get_logger
-from deepcave.utils.util import config_to_tuple
+from deepcave.runs.exceptions import NotMergeableError, RunInequality
+from deepcave.runs.objective import Objective
+from deepcave.runs.status import Status
+from deepcave.runs.trial import Trial
+from deepcave.utils.logs import get_logger
+from deepcave.utils.util import config_to_tuple
 
 
 

 [docs]
-class AbstractRun(ABC):
+class AbstractRun(ABC):
     """
     Create a new run.
 
@@ -894,7 +894,7 @@ 
Source code for deepcave.runs
 
     prefix: str
 
-    def __init__(self, name: str) -> None:
+    def __init__(self, name: str) -> None:
         self.name: str = name
         self.path: Optional[Path] = None
         self.logger = get_logger(self.__class__.__name__)
@@ -904,7 +904,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def reset(self) -> None:
+    def reset(self) -> None:
         """
         Reset the run to default values / empties.
 
@@ -928,7 +928,7 @@ 
Source code for deepcave.runs
         self._highest_budget: Dict[int, Union[int, float]] = {}  # config_id -> budget

 
 
-    def _update_highest_budget(
+    def _update_highest_budget(
         self, config_id: int, budget: Union[int, float], status: Status
     ) -> None:
         """
@@ -953,7 +953,7 @@ 
Source code for deepcave.runs
 
     @property
     @abstractmethod
-    def hash(self) -> str:
+    def hash(self) -> str:
         """
         Hash of the current run.
 
@@ -969,7 +969,7 @@ 
Source code for deepcave.runs
 
     @property
     @abstractmethod
-    def id(self) -> str:
+    def id(self) -> str:
         """
         Hash of the file.
 
@@ -984,7 +984,7 @@ 
Source code for deepcave.runs
         pass
 
     @property
-    def latest_change(self) -> float:
+    def latest_change(self) -> float:
         """
         Get the latest change.
 
@@ -998,7 +998,7 @@ 
Source code for deepcave.runs
 

 [docs]
     @staticmethod
-    def get_trial_key(
+    def get_trial_key(
         config_id: int, budget: Optional[Union[int, float]], seed: Optional[int]
     ) -> Tuple[int, Optional[Union[int, float]], Optional[int]]:
         """
@@ -1025,7 +1025,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_trial(self, trial_key: tuple[int, Union[int, float], int]) -> Optional[Trial]:
+    def get_trial(self, trial_key: tuple[int, Union[int, float], int]) -> Optional[Trial]:
         """
         Get the trial with the responding key if existing.
 
@@ -1047,7 +1047,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_trials(self) -> Iterator[Trial]:
+    def get_trials(self) -> Iterator[Trial]:
         """
         Get an iterator of all stored trials.
 
@@ -1061,7 +1061,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_meta(self) -> Dict[str, Any]:
+    def get_meta(self) -> Dict[str, Any]:
         """
         Get a shallow copy of the meta information.
 
@@ -1075,7 +1075,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def empty(self) -> bool:
+    def empty(self) -> bool:
         """
         Check if the run's history is empty.
 
@@ -1089,7 +1089,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_origin(self, config_id: int) -> Optional[str]:
+    def get_origin(self, config_id: int) -> Optional[str]:
         """
         Get the origin, given a config id.
 
@@ -1108,7 +1108,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_objectives(self) -> List[Objective]:
+    def get_objectives(self) -> List[Objective]:
         """
         Get a list of all objectives corresponding to the run.
 
@@ -1127,7 +1127,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_objective(self, id: Union[str, int]) -> Optional[Objective]:
+    def get_objective(self, id: Union[str, int]) -> Optional[Objective]:
         """
         Return the objective based on the id or the name.
 
@@ -1155,7 +1155,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_objective_id(self, objective: Union[Objective, str]) -> int:
+    def get_objective_id(self, objective: Union[Objective, str]) -> int:
         """
         Return the id of the objective if it is found.
 
@@ -1188,7 +1188,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_objective_ids(self) -> List[int]:
+    def get_objective_ids(self) -> List[int]:
         """
         Get the ids of the objectives.
 
@@ -1202,7 +1202,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_objective_name(self, objectives: Optional[List[Objective]] = None) -> str:
+    def get_objective_name(self, objectives: Optional[List[Objective]] = None) -> str:
         """
         Get the cost name of given objective names.
 
@@ -1234,7 +1234,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_objective_names(self) -> List[str]:
+    def get_objective_names(self) -> List[str]:
         """
         Get the names of the objectives.
 
@@ -1248,7 +1248,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_configs(
+    def get_configs(
         self,
         budget: Optional[Union[int, float]] = None,
         seed: Optional[int] = None,
@@ -1315,7 +1315,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_config(self, id: int) -> Configuration:
+    def get_config(self, id: int) -> Configuration:
         """
         Retrieve the configuration with the corresponding id.
 
@@ -1335,7 +1335,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_config_id(self, config: Union[Configuration, Dict]) -> Optional[int]:
+    def get_config_id(self, config: Union[Configuration, Dict]) -> Optional[int]:
         """
         Get the id of the configuration.
 
@@ -1364,7 +1364,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_num_configs(
+    def get_num_configs(
         self, budget: Optional[Union[int, float]] = None, seed: Optional[int] = None
     ) -> int:
         """
@@ -1392,7 +1392,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_budget(self, id: Union[int, str], human: bool = False) -> Union[int, float]:
+    def get_budget(self, id: Union[int, str], human: bool = False) -> Union[int, float]:
         """
         Get the budget given an id.
 
@@ -1421,7 +1421,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_budget_ids(self, include_combined: bool = True) -> List[int]:
+    def get_budget_ids(self, include_combined: bool = True) -> List[int]:
         """
         Get the corresponding ids for the budgets.
 
@@ -1445,7 +1445,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_budgets(
+    def get_budgets(
         self, human: bool = False, include_combined: bool = True
     ) -> List[Union[int, float, str]]:
         """
@@ -1484,7 +1484,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_highest_budget(self, config_id: Optional[int] = None) -> Optional[Union[int, float]]:
+    def get_highest_budget(self, config_id: Optional[int] = None) -> Optional[Union[int, float]]:
         """
         Return the highest found budget for a config id.
 
@@ -1514,7 +1514,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_seeds(
+    def get_seeds(
         self, human: bool = False, include_combined: bool = True
     ) -> List[Union[int, str]]:
         """
@@ -1549,7 +1549,7 @@ 
Source code for deepcave.runs
         return seeds

 
 
-    def _process_costs(self, costs: List[float]) -> List[float]:
+    def _process_costs(self, costs: List[float]) -> List[float]:
         """
         Process the costs to get rid of NaNs.
 
@@ -1578,7 +1578,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_avg_costs(
+    def get_avg_costs(
         self,
         config_id: int,
         budget: Optional[Union[int, float]] = None,
@@ -1629,7 +1629,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_all_costs(
+    def get_all_costs(
         self,
         budget: Optional[Union[int, float]] = None,
         statuses: Optional[Union[Status, List[Status]]] = None,
@@ -1708,7 +1708,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_status(
+    def get_status(
         self,
         config_id: int,
         seed: int,
@@ -1759,7 +1759,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_incumbent(
+    def get_incumbent(
         self,
         objectives: Optional[Union[Objective, List[Objective]]] = None,
         budget: Optional[Union[int, float]] = None,
@@ -1875,7 +1875,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def merge_costs(
+    def merge_costs(
         self, costs: List[float], objectives: Optional[Union[Objective, List[Objective]]] = None
     ) -> float:
         """
@@ -1960,7 +1960,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_model(self, config_id: int) -> Optional["torch.nn.Module"]:  # type: ignore # noqa: F821
+    def get_model(self, config_id: int) -> Optional["torch.nn.Module"]:  # type: ignore # noqa: F821
         """
         Get a model associated with the configuration id.
 
@@ -1974,7 +1974,7 @@ 
Source code for deepcave.runs
         Optional["torch.nn.Module]
             A model for the provided configuration id.
         """
-        import torch
+        import torch
 
         filename = self.models_dir / f"{str(config_id)}.pth"  # type: ignore
         if not filename.exists():
@@ -1985,7 +1985,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_trajectory(
+    def get_trajectory(
         self,
         objective: Objective,
         budget: Optional[Union[int, float]] = None,
@@ -2077,7 +2077,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def encode_config(
+    def encode_config(
         self, config: Union[int, Dict[Any, Any], Configuration], specific: bool = False
     ) -> List:
         """
@@ -2129,7 +2129,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def encode_configs(self, configs: List[Configuration]) -> np.ndarray:
+    def encode_configs(self, configs: List[Configuration]) -> np.ndarray:
         """
         Encode a list of configurations into a corresponding numpy array.
 
@@ -2153,7 +2153,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-    def get_encoded_data(
+    def get_encoded_data(
         self,
         objectives: Optional[Union[Objective, List[Objective]]] = None,
         budget: Optional[Union[int, float]] = None,
@@ -2296,7 +2296,7 @@ 
Source code for deepcave.runs
 
 

 [docs]
-def check_equality(
+def check_equality(
     runs: List[AbstractRun],
     meta: bool = False,
     configspace: bool = True,
@@ -2452,7 +2452,7 @@ 
Source code for deepcave.runs
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs/converters/amltk.html b/main/_modules/deepcave/runs/converters/amltk.html
index 0dc41b9d..f01d11d6 100644
--- a/main/_modules/deepcave/runs/converters/amltk.html
+++ b/main/_modules/deepcave/runs/converters/amltk.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -822,25 +822,26 @@ 
Source code for deepcave.runs.converters.amltk
    - AMLTKRun: Define an AMLTK run object.
 """
 
-from typing import Optional, Sequence, Union
+from typing import Optional, Sequence, Union
 
-import re
-from pathlib import Path
+import os
+import re
+from pathlib import Path
 
-import numpy as np
-import pandas as pd
-from ConfigSpace.configuration_space import ConfigurationSpace
+import numpy as np
+import pandas as pd
+from ConfigSpace.configuration_space import ConfigurationSpace
 
-from deepcave.runs import Status
-from deepcave.runs.objective import Objective
-from deepcave.runs.run import Run
-from deepcave.utils.converters import extract_config, extract_costs, extract_value
-from deepcave.utils.hash import file_to_hash
+from deepcave.runs import Status
+from deepcave.runs.objective import Objective
+from deepcave.runs.run import Run
+from deepcave.utils.converters import extract_config, extract_costs, extract_value
+from deepcave.utils.hash import file_to_hash
 
 
 

 [docs]
-class AMLTKRun(Run):
+class AMLTKRun(Run):
     """
     Define an AMLTK (AutoML Toolkit) run object.
 
@@ -854,7 +855,7 @@ 
Source code for deepcave.runs.converters.amltk
_initial_order = 2
 
     @property
-    def hash(self) -> str:
+    def hash(self) -> str:
         """
         Hash of the current run.
 
@@ -873,7 +874,7 @@ 
Source code for deepcave.runs.converters.amltk
return file_to_hash(self.path / "history.parquet")
 
     @property
-    def latest_change(self) -> Union[float, int]:
+    def latest_change(self) -> Union[float, int]:
         """
         Get the timestamp of the latest change.
 
@@ -890,7 +891,7 @@ 
Source code for deepcave.runs.converters.amltk

 [docs]
     @classmethod
-    def from_path(cls, path: Union[Path, str]) -> "AMLTKRun":
+    def from_path(cls, path: Union[Path, str]) -> "AMLTKRun":
         """
         Based on working_dir/run_name/*, return a new trials object.
 
@@ -1019,6 +1020,31 @@ 
Source code for deepcave.runs.converters.amltk
)
 
         return run

+
+
+

+[docs]
+    @classmethod
+    def is_valid_run(cls, path_name: str) -> bool:
+        """
+        Check whether the path name belongs to a valid amltk run.
+
+        Parameters
+        ----------
+        path_name: str
+            The path to check.
+
+        Returns
+        -------
+        bool
+            True if path is valid run.
+            False otherwise.
+        """
+        if os.path.isfile(path_name + "/history.parquet") and os.path.isfile(
+            path_name + "/configspace.json"
+        ):
+            return True
+        return False

 

 
 

@@ -1042,7 +1068,7 @@ 
Source code for deepcave.runs.converters.amltk

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs/converters/bohb.html b/main/_modules/deepcave/runs/converters/bohb.html
index 1667c91d..75be550d 100644
--- a/main/_modules/deepcave/runs/converters/bohb.html
+++ b/main/_modules/deepcave/runs/converters/bohb.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -823,21 +823,22 @@ 
Source code for deepcave.runs.converters.bohb
    - BOHBRun: Create a BOHB Run.
 """
 
-from typing import Any, Dict, Union
+from typing import Any, Dict, Union
 
-from pathlib import Path
+import os
+from pathlib import Path
 
-from ConfigSpace.configuration_space import ConfigurationSpace
+from ConfigSpace.configuration_space import ConfigurationSpace
 
-from deepcave.runs import Status
-from deepcave.runs.objective import Objective
-from deepcave.runs.run import Run
-from deepcave.utils.hash import file_to_hash
+from deepcave.runs import Status
+from deepcave.runs.objective import Objective
+from deepcave.runs.run import Run
+from deepcave.utils.hash import file_to_hash
 
 
 

 [docs]
-class BOHBRun(Run):
+class BOHBRun(Run):
     """
     Create a BOHB (Bayesian Optimization and Hyperparameter Bandits) run.
 
@@ -851,7 +852,7 @@ 
Source code for deepcave.runs.converters.bohb
_initial_order = 2
 
     @property
-    def hash(self) -> str:
+    def hash(self) -> str:
         """
         Get the hash of the current run.
 
@@ -870,7 +871,7 @@ 
Source code for deepcave.runs.converters.bohb
return file_to_hash(self.path / "results.json")
 
     @property
-    def latest_change(self) -> Union[float, int]:
+    def latest_change(self) -> Union[float, int]:
         """
         Get the timestamp of the latest change.
 
@@ -887,7 +888,7 @@ 
Source code for deepcave.runs.converters.bohb

 [docs]
     @classmethod
-    def from_path(cls, path: Union[Path, str]) -> "BOHBRun":
+    def from_path(cls, path: Union[Path, str]) -> "BOHBRun":
         """
         Create a new BOHB run from a given path and add a new trial to it.
 
@@ -914,7 +915,7 @@ 
Source code for deepcave.runs.converters.bohb
run._path = path
 
         try:
-            from hpbandster.core.result import logged_results_to_HBS_result
+            from hpbandster.core.result import logged_results_to_HBS_result
         except ImportError:
             raise ImportError(
                 "The HpBandSter package is required to load BOHB runs. "
@@ -981,6 +982,29 @@ 
Source code for deepcave.runs.converters.bohb
)
 
         return run

+
+
+

+[docs]
+    @classmethod
+    def is_valid_run(cls, path_name: str) -> bool:
+        """
+        Check whether the path name belongs to a valid bohb run.
+
+        Parameters
+        ----------
+        path_name: str
+            The path to check.
+
+        Returns
+        -------
+        bool
+            True if path is valid run.
+            False otherwise.
+        """
+        if os.path.isfile(path_name + "/configspace.json"):
+            return True
+        return False

 

 
 

@@ -1004,7 +1028,7 @@ 
Source code for deepcave.runs.converters.bohb

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs/converters/dataframe.html b/main/_modules/deepcave/runs/converters/dataframe.html
index cdc8ecb0..cfd7cc5a 100644
--- a/main/_modules/deepcave/runs/converters/dataframe.html
+++ b/main/_modules/deepcave/runs/converters/dataframe.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -822,28 +822,28 @@ 
Source code for deepcave.runs.converters.dataframe
    - DataFrameRun: Define a Run object based on a DataFrame representation.
 """
 
-from typing import Any, Dict, List, Optional, Sequence, Union
+from typing import Any, Dict, List, Optional, Sequence, Union
 
-import os
-import re
-import warnings
-from pathlib import Path
+import os
+import re
+import warnings
+from pathlib import Path
 
-import ConfigSpace
-import numpy as np
-import pandas as pd
-from ConfigSpace import Categorical, Float, Integer
-from ConfigSpace.hyperparameters import Hyperparameter
+import ConfigSpace
+import numpy as np
+import pandas as pd
+from ConfigSpace import Categorical, Float, Integer
+from ConfigSpace.hyperparameters import Hyperparameter
 
-from deepcave.runs import Status
-from deepcave.runs.objective import Objective
-from deepcave.runs.run import Run
-from deepcave.utils.hash import file_to_hash
+from deepcave.runs import Status
+from deepcave.runs.objective import Objective
+from deepcave.runs.run import Run
+from deepcave.utils.hash import file_to_hash
 
 
 

 [docs]
-class DataFrameRun(Run):
+class DataFrameRun(Run):
     """
     Define a Run object based on a DataFrame representation.
 
@@ -857,7 +857,7 @@ 
Source code for deepcave.runs.converters.dataframe
_initial_order = 3
 
     @property
-    def hash(self) -> str:
+    def hash(self) -> str:
         """
         Hash of the current run.
 
@@ -876,7 +876,7 @@ 
Source code for deepcave.runs.converters.dataframe
return file_to_hash(self.path / "trials.csv")
 
     @property
-    def latest_change(self) -> Union[float, int]:
+    def latest_change(self) -> Union[float, int]:
         """
         Get the timestamp of the latest change.
 
@@ -893,7 +893,7 @@ 
Source code for deepcave.runs.converters.dataframe

 [docs]
     @classmethod
-    def from_path(cls, path: Union[Path, str]) -> "DataFrameRun":
+    def from_path(cls, path: Union[Path, str]) -> "DataFrameRun":
         """
         Based on working_dir/run_name/*, return a new trials object.
 
@@ -929,7 +929,7 @@ 
Source code for deepcave.runs.converters.dataframe

 [docs]
     @staticmethod
-    def load_objectives(path: Path) -> List[Objective]:
+    def load_objectives(path: Path) -> List[Objective]:
         """
         Load the objectives of the run from the trials.csv file.
 
@@ -971,7 +971,7 @@ 
Source code for deepcave.runs.converters.dataframe

 [docs]
     @staticmethod
-    def load_configspace(path: Path) -> ConfigSpace.ConfigurationSpace:
+    def load_configspace(path: Path) -> ConfigSpace.ConfigurationSpace:
         """
         Load the configspace of the run.
 
@@ -1041,7 +1041,7 @@ 
Source code for deepcave.runs.converters.dataframe
@staticmethod
-    def _extract_numeric_distribution(
+    def _extract_numeric_distribution(
         df: pd.DataFrame, row_number: int, path: Path
     ) -> Union[
         ConfigSpace.distributions.Uniform,
@@ -1086,7 +1086,7 @@ 
Source code for deepcave.runs.converters.dataframe
return distribution
 
     @staticmethod
-    def _extract_items(df: pd.DataFrame, row_number: int) -> List[str]:
+    def _extract_items(df: pd.DataFrame, row_number: int) -> List[str]:
         relevant_columns = [column for column in df.columns if column.startswith("item_")]
         entries = [
             str(df[column][row_number])
@@ -1097,7 +1097,7 @@ 
Source code for deepcave.runs.converters.dataframe

 [docs]
-    def load_trials(self, path: Path, configspace: ConfigSpace.ConfigurationSpace) -> None:
+    def load_trials(self, path: Path, configspace: ConfigSpace.ConfigurationSpace) -> None:
         """
         Load the trials of the run.
 
@@ -1146,7 +1146,7 @@ 
Source code for deepcave.runs.converters.dataframe
@staticmethod
-    def _extract_config(
+    def _extract_config(
         data: pd.Series, configspace: ConfigSpace.ConfigurationSpace
     ) -> ConfigSpace.Configuration:
         hyperparameter_names = list(configspace.keys())
@@ -1154,26 +1154,26 @@ 
Source code for deepcave.runs.converters.dataframe
return ConfigSpace.Configuration(configspace, values=hyperparameters)
 
     @staticmethod
-    def _extract_costs(data: pd.Series) -> List[float]:
+    def _extract_costs(data: pd.Series) -> List[float]:
         costs_metrics = [index for index in data.index if index.startswith("metric:")]
         return list([float(x) for x in data[costs_metrics]])
 
     @staticmethod
-    def _extract_budget(data: pd.Series) -> Union[int, float]:
+    def _extract_budget(data: pd.Series) -> Union[int, float]:
         if "budget" in data.index and pd.notna(data["budget"]):
             return np.round(float(data["budget"]), 2)
         else:
             return 0.0
 
     @staticmethod
-    def _extract_seed(data: pd.Series) -> int:
+    def _extract_seed(data: pd.Series) -> int:
         if "seed" in data.index and pd.notna(data["seed"]):
             return int(data["seed"])
         else:
             return -1
 
     @staticmethod
-    def _extract_run_meta(data: pd.Series) -> Dict[str, Any]:
+    def _extract_run_meta(data: pd.Series) -> Dict[str, Any]:
         meta_data = dict(data[["start_time", "end_time"]])
 
         status_str = data["status"].upper()
@@ -1188,7 +1188,7 @@ 
Source code for deepcave.runs.converters.dataframe
}
 
     @staticmethod
-    def _extract_additional(
+    def _extract_additional(
         data: pd.Series, configspace: ConfigSpace.ConfigurationSpace
     ) -> Dict[str, Any]:
         hyperparameters = list(configspace.keys())
@@ -1198,7 +1198,32 @@ 
Source code for deepcave.runs.converters.dataframe
meta = ["config_id", "start_time", "end_time", "status"]
         additional = data.drop(hyperparameters + costs_metrics + budgets + seeds + meta)
         additional = dict(additional)
-        return {key: value if pd.notna(value) else None for key, value in additional.items()}

+        return {key: value if pd.notna(value) else None for key, value in additional.items()}
+
+

+[docs]
+    @classmethod
+    def is_valid_run(cls, path_name: str) -> bool:
+        """
+        Check whether the path name belongs to a valid dataframe run.
+
+        Parameters
+        ----------
+        path_name: str
+            The path to check.
+
+        Returns
+        -------
+        bool
+            True if path is valid run.
+            False otherwise.
+        """
+        if os.path.isfile(path_name + "/trials.csv") and os.path.isfile(
+            path_name + "/configspace.csv"
+        ):
+            return True
+        return False

+

 
 

 
@@ -1221,7 +1246,7 @@ 
Source code for deepcave.runs.converters.dataframe

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs/converters/deepcave.html b/main/_modules/deepcave/runs/converters/deepcave.html
index 1ee63090..bcf932ad 100644
--- a/main/_modules/deepcave/runs/converters/deepcave.html
+++ b/main/_modules/deepcave/runs/converters/deepcave.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -822,17 +822,18 @@ 
Source code for deepcave.runs.converters.deepcave
    - DeepCAVERun: Create a DeepCAVE run and provide handling utilities.
 """
 
-from typing import Union
+from typing import Union
 
-from pathlib import Path
+import os
+from pathlib import Path
 
-from deepcave.runs.run import Run
-from deepcave.utils.hash import file_to_hash
+from deepcave.runs.run import Run
+from deepcave.utils.hash import file_to_hash
 
 
 

 [docs]
-class DeepCAVERun(Run):
+class DeepCAVERun(Run):
     """
     Create a DeepCAVE run and provide handling utilities.
 
@@ -846,7 +847,7 @@ 
Source code for deepcave.runs.converters.deepcave
_initial_order = 1
 
     @property
-    def hash(self) -> str:
+    def hash(self) -> str:
         """
         Hash of the current run.
 
@@ -865,7 +866,7 @@ 
Source code for deepcave.runs.converters.deepcave
return file_to_hash(self.path / "history.jsonl")
 
     @property
-    def latest_change(self) -> Union[float, int]:
+    def latest_change(self) -> Union[float, int]:
         """
         Get the timestamp of the latest change.
 
@@ -882,7 +883,7 @@ 
Source code for deepcave.runs.converters.deepcave

 [docs]
     @classmethod
-    def from_path(cls, path: Path) -> "DeepCAVERun":
+    def from_path(cls, path: Path) -> "DeepCAVERun":
         """
         Get a DeepCAVE run from a given path.
 
@@ -896,6 +897,29 @@ 
Source code for deepcave.runs.converters.deepcave
        The DeepCAVE run.
         """
         return DeepCAVERun(path.stem, path=Path(path))

+
+
+

+[docs]
+    @classmethod
+    def is_valid_run(cls, path_name: str) -> bool:
+        """
+        Check whether the path name belongs to a valid deepcave run.
+
+        Parameters
+        ----------
+        path_name: str
+            The path to check.
+
+        Returns
+        -------
+        bool
+            True if path is valid run.
+            False otherwise.
+        """
+        if os.path.isfile(path_name + "history.jsonl"):
+            return True
+        return False

 

 
 

@@ -919,7 +943,7 @@ 
Source code for deepcave.runs.converters.deepcave

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs/converters/optuna.html b/main/_modules/deepcave/runs/converters/optuna.html
index d87da503..6a710a64 100644
--- a/main/_modules/deepcave/runs/converters/optuna.html
+++ b/main/_modules/deepcave/runs/converters/optuna.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -822,12 +822,12 @@ 
Source code for deepcave.runs.converters.optuna
<
     - OptunaRun: Define an Optuna run object.
 """
 
-from typing import List, Union
+from typing import List, Union
 
-import pickle
-from pathlib import Path
+import pickle
+from pathlib import Path
 
-from ConfigSpace import (
+from ConfigSpace import (
     Categorical,
     Configuration,
     ConfigurationSpace,
@@ -835,20 +835,20 @@ 
Source code for deepcave.runs.converters.optuna
<
     Integer,
     Uniform,
 )
-from ConfigSpace.hyperparameters import Hyperparameter
+from ConfigSpace.hyperparameters import Hyperparameter
 
-from deepcave.runs import Status
-from deepcave.runs.objective import Objective
-from deepcave.runs.run import Run
-from deepcave.utils.hash import file_to_hash
-from deepcave.utils.logs import get_logger
+from deepcave.runs import Status
+from deepcave.runs.objective import Objective
+from deepcave.runs.run import Run
+from deepcave.utils.hash import file_to_hash
+from deepcave.utils.logs import get_logger
 
 logger = get_logger(__name__)
 
 
 

 [docs]
-class OptunaRun(Run):
+class OptunaRun(Run):
     """
     Define an Optuna run object.
 
@@ -862,7 +862,7 @@ 
Source code for deepcave.runs.converters.optuna
<
     _initial_order = 2
 
     @staticmethod
-    def _get_pickle_file(path: Path) -> Path:
+    def _get_pickle_file(path: Path) -> Path:
         """
         Get the path to the pickle file from the directory path.
 
@@ -883,7 +883,7 @@ 
Source code for deepcave.runs.converters.optuna
<
             return pickle_files[0]
 
     @property
-    def hash(self) -> str:
+    def hash(self) -> str:
         """
         Hash of the current run.
 
@@ -902,7 +902,7 @@ 
Source code for deepcave.runs.converters.optuna
<
         return file_to_hash(pickle_file)
 
     @property
-    def latest_change(self) -> Union[float, int]:
+    def latest_change(self) -> Union[float, int]:
         """
         Get the timestamp of the latest change.
 
@@ -920,7 +920,7 @@ 
Source code for deepcave.runs.converters.optuna
<
 

 [docs]
     @classmethod
-    def from_path(cls, path: Union[Path, str]) -> "OptunaRun":
+    def from_path(cls, path: Union[Path, str]) -> "OptunaRun":
         """
         Based on working_dir/run_name/*, return a new trials object.
 
@@ -941,14 +941,14 @@ 
Source code for deepcave.runs.converters.optuna
<
         path = Path(path)
 
         try:
-            from optuna.distributions import (
+            from optuna.distributions import (
                 CategoricalDistribution,
                 FloatDistribution,
                 IntDistribution,
             )
-            from optuna.search_space import IntersectionSearchSpace
-            from optuna.study import StudyDirection
-            from optuna.trial import TrialState
+            from optuna.search_space import IntersectionSearchSpace
+            from optuna.study import StudyDirection
+            from optuna.trial import TrialState
         except ImportError:
             raise ImportError(
                 "The Optuna package is required to load Optuna runs. "
@@ -1089,6 +1089,31 @@ 
Source code for deepcave.runs.converters.optuna
<
             )
 
         return run

+
+
+

+[docs]
+    @classmethod
+    def is_valid_run(cls, path_name: str) -> bool:
+        """
+        Check whether the path name belongs to a valid optuna run.
+
+        Parameters
+        ----------
+        path_name: str
+            The path to check.
+
+        Returns
+        -------
+        bool
+            True if path is valid run.
+            False otherwise.
+        """
+        path = Path(path_name)
+        pickle_files = list(path.glob("*.pkl"))
+        if len(pickle_files) != 1:
+            return False
+        return True

 

 
 

@@ -1112,7 +1137,7 @@ 
Source code for deepcave.runs.converters.optuna
<
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs/converters/smac3v1.html b/main/_modules/deepcave/runs/converters/smac3v1.html
index 86b150d2..fb634eec 100644
--- a/main/_modules/deepcave/runs/converters/smac3v1.html
+++ b/main/_modules/deepcave/runs/converters/smac3v1.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -824,23 +824,24 @@ 
Source code for deepcave.runs.converters.smac3v1

 ## Classes
     - SMAC3v1Run: Define a SMAC3v1 run object.
 """
-from typing import Optional, Union
+from typing import Optional, Union
 
-import json
-from pathlib import Path
+import json
+import os
+from pathlib import Path
 
-import numpy as np
-from ConfigSpace.configuration_space import ConfigurationSpace
+import numpy as np
+from ConfigSpace.configuration_space import ConfigurationSpace
 
-from deepcave.runs import Status
-from deepcave.runs.objective import Objective
-from deepcave.runs.run import Run
-from deepcave.utils.hash import file_to_hash
+from deepcave.runs import Status
+from deepcave.runs.objective import Objective
+from deepcave.runs.run import Run
+from deepcave.utils.hash import file_to_hash
 
 
 

 [docs]
-class SMAC3v1Run(Run):
+class SMAC3v1Run(Run):
     """
     Define a SMAC3v1 (Sequential Model-based Algorithm Configuration) run object.
 
@@ -856,7 +857,7 @@ 
Source code for deepcave.runs.converters.smac3v1

     _initial_order = 2
 
     @property
-    def hash(self) -> str:
+    def hash(self) -> str:
         """
         Hash of the current run.
 
@@ -875,7 +876,7 @@ 
Source code for deepcave.runs.converters.smac3v1

         return file_to_hash(self.path / "runhistory.json")
 
     @property
-    def latest_change(self) -> Union[float, int]:
+    def latest_change(self) -> Union[float, int]:
         """
         Get the timestamp of the latest change.
 
@@ -892,7 +893,7 @@ 
Source code for deepcave.runs.converters.smac3v1

 

 [docs]
     @classmethod
-    def from_path(cls, path: Union[Path, str]) -> "SMAC3v1Run":
+    def from_path(cls, path: Union[Path, str]) -> "SMAC3v1Run":
         """
         Based on working_dir/run_name/*, return a new trials object.
 
@@ -1021,6 +1022,31 @@ 
Source code for deepcave.runs.converters.smac3v1

             )
 
         return run

+
+
+

+[docs]
+    @classmethod
+    def is_valid_run(cls, path_name: str) -> bool:
+        """
+        Check whether the path name belongs to a valid smac3v1 run.
+
+        Parameters
+        ----------
+        path_name: str
+            The path to check.
+
+        Returns
+        -------
+        bool
+            True if path is valid run.
+            False otherwise.
+        """
+        if os.path.isfile(path_name + "/runhistory.json") and os.path.isfile(
+            path_name + "/configspace.json"
+        ):
+            return True
+        return False

 

 
 

@@ -1044,7 +1070,7 @@ 
Source code for deepcave.runs.converters.smac3v1

     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs/converters/smac3v2.html b/main/_modules/deepcave/runs/converters/smac3v2.html
index 78fff664..f3fe30cd 100644
--- a/main/_modules/deepcave/runs/converters/smac3v2.html
+++ b/main/_modules/deepcave/runs/converters/smac3v2.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -825,23 +825,24 @@ 
Source code for deepcave.runs.converters.smac3v2

     - SMAC3v2Run: Define a SMAC3v2 run object.
 """
 
-from typing import Union
+from typing import Dict, List, Optional, Union
 
-import json
-from pathlib import Path
+import json
+import os
+from pathlib import Path
 
-import numpy as np
-from ConfigSpace.configuration_space import ConfigurationSpace
+import numpy as np
+from ConfigSpace.configuration_space import ConfigurationSpace
 
-from deepcave.runs import Status
-from deepcave.runs.objective import Objective
-from deepcave.runs.run import Run
-from deepcave.utils.hash import file_to_hash
+from deepcave.runs import Status
+from deepcave.runs.objective import Objective
+from deepcave.runs.run import Run
+from deepcave.utils.hash import file_to_hash
 
 
 

 [docs]
-class SMAC3v2Run(Run):
+class SMAC3v2Run(Run):
     """
     Define a SMAC3v2 (Sequential Model-based Algorithm Configuration) run object.
 
@@ -857,7 +858,7 @@ 
Source code for deepcave.runs.converters.smac3v2

     _initial_order = 2
 
     @property
-    def hash(self) -> str:
+    def hash(self) -> str:
         """
         Hash of the current run.
 
@@ -876,7 +877,7 @@ 
Source code for deepcave.runs.converters.smac3v2

         return file_to_hash(self.path / "runhistory.json")
 
     @property
-    def latest_change(self) -> Union[float, int]:
+    def latest_change(self) -> Union[float, int]:
         """
         Get the timestamp of the latest change.
 
@@ -893,7 +894,7 @@ 
Source code for deepcave.runs.converters.smac3v2

 

 [docs]
     @classmethod
-    def from_path(cls, path: Union[Path, str]) -> "SMAC3v2Run":
+    def from_path(cls, path: Union[Path, str]) -> "SMAC3v2Run":
         """
         Based on working_dir/run_name/*, return a new trials object.
 
@@ -948,78 +949,177 @@ 
Source code for deepcave.runs.converters.smac3v2

             config_origins = all_data["config_origins"]
             configs = all_data["configs"]
 
-        instance_ids = []
+        instance_ids: List[int] = []
 
         first_starttime = None
-        for (
-            config_id,
-            instance_id,
-            seed,
-            budget,
-            cost,
-            time,
-            status,
-            starttime,
-            endtime,
-            additional_info,
-        ) in data:
-            if instance_id not in instance_ids:
-                instance_ids += [instance_id]
-
-            if len(instance_ids) > 1:
-                raise RuntimeError("Instances are not supported.")
-
-            config_id = str(config_id)
-            config = configs[config_id]
-
-            if first_starttime is None:
-                first_starttime = starttime
-
-            starttime = starttime - first_starttime
-            endtime = endtime - first_starttime
-
-            if status == 0:
-                # still running
-                continue
-            elif status == 1:
-                status = Status.SUCCESS
-            elif status == 3:
-                status = Status.TIMEOUT
-            elif status == 4:
-                status = Status.MEMORYOUT
-            else:
-                status = Status.CRASHED
-
-            if status != Status.SUCCESS:
-                # Costs which failed, should not be included
-                cost = [None] * len(cost) if isinstance(cost, list) else None
-                time = None
-            else:
-                time = endtime - starttime
-
-            # Round budget
-            if budget:
-                budget = np.round(budget, 2)
-            else:
-                budget = 0.0
-
-            origin = None
-            if config_id in config_origins:
-                origin = config_origins[config_id]
-
-            run.add(
-                costs=cost + [time] if isinstance(cost, list) else [cost, time],
-                config=config,
-                budget=budget,
-                seed=seed,
-                start_time=starttime,
-                end_time=endtime,
-                status=status,
-                origin=origin,
-                additional=additional_info,
-            )
 
+        if isinstance(data, list):
+            import warnings
+
+            warnings.warn(
+                "The runhistory.json file is in an outdated format.",
+                DeprecationWarning,
+                stacklevel=2,  # Adjusts the stack level to point to the caller.
+            )
+            for (
+                config_id,
+                instance_id,
+                seed,
+                budget,
+                cost,
+                time,
+                status,
+                starttime,
+                endtime,
+                additional_info,
+            ) in data:
+                run_dict = run._process_data_entry(
+                    str(config_id),
+                    instance_id,
+                    seed,
+                    budget,
+                    cost,
+                    time,
+                    status,
+                    starttime,
+                    endtime,
+                    additional_info,
+                    first_starttime,
+                    instance_ids,
+                    configs,
+                    config_origins,
+                )
+                if run_dict is not None:
+                    run.add(**run_dict)
+        elif isinstance(data, dict):
+            for config_id, config_data in data.items():
+                instance_id = config_data["instance"]
+                seed = config_data["seed"]
+                budget = config_data["budget"]
+                cost = config_data["cost"]
+                time = config_data["time"]
+                status = config_data["status"]
+                starttime = config_data["starttime"]
+                endtime = config_data["endtime"]
+                additional_info = config_data["additional_info"]
+                run_dict = run._process_data_entry(
+                    config_id,
+                    instance_id,
+                    seed,
+                    budget,
+                    cost,
+                    time,
+                    status,
+                    starttime,
+                    endtime,
+                    additional_info,
+                    first_starttime,
+                    instance_ids,
+                    configs,
+                    config_origins,
+                )
+                if run_dict is not None:
+                    run.add(**run_dict)
+        else:
+            raise RuntimeError("Data in runhistory.json is not in a valid format.")
         return run

+
+
+    def _process_data_entry(
+        self,
+        config_id: str,
+        instance_id: int,
+        seed: int,
+        budget: Optional[float],
+        cost: Optional[Union[List[Union[float, None]], float]],
+        time: Optional[float],
+        status: int,
+        starttime: float,
+        endtime: float,
+        additional_info: Optional[Dict],
+        first_starttime: Optional[float],
+        instance_ids: List[int],
+        configs: Dict,
+        config_origins: Dict[str, str],
+    ) -> Optional[Dict]:
+        if instance_id not in instance_ids:
+            instance_ids += [instance_id]
+
+        if len(instance_ids) > 1:
+            raise RuntimeError("Instances are not supported.")
+
+        config = configs[config_id]
+
+        if first_starttime is None:
+            first_starttime = starttime
+
+        starttime = starttime - first_starttime
+        endtime = endtime - first_starttime
+
+        if status == 0:
+            # still running
+            return None
+        elif status == 1:
+            status = Status.SUCCESS
+        elif status == 3:
+            status = Status.TIMEOUT
+        elif status == 4:
+            status = Status.MEMORYOUT
+        else:
+            status = Status.CRASHED
+
+        if status != Status.SUCCESS:
+            # Costs which failed, should not be included
+            cost = [None] * len(cost) if isinstance(cost, list) else None
+            time = None
+        else:
+            time = endtime - starttime
+
+        # Round budget
+        if budget:
+            budget = np.round(budget, 2)
+        else:
+            budget = 0.0
+
+        origin = None
+        if config_id in config_origins:
+            origin = config_origins[config_id]
+
+        return {
+            "costs": cost + [time] if isinstance(cost, list) else [cost, time],
+            "config": config,
+            "budget": budget,
+            "seed": seed,
+            "start_time": starttime,
+            "end_time": endtime,
+            "status": status,
+            "origin": origin,
+            "additional": additional_info,
+        }
+
+

+[docs]
+    @classmethod
+    def is_valid_run(cls, path_name: str) -> bool:
+        """
+        Check whether the path name belongs to a valid smac3v2 run.
+
+        Parameters
+        ----------
+        path_name: str
+            The path to check.
+
+        Returns
+        -------
+        bool
+            True if path is valid run.
+            False otherwise.
+        """
+        if os.path.isfile(path_name + "/runhistory.json") and os.path.isfile(
+            path_name + "/configspace.json"
+        ):
+            return True
+        return False

 

 
 

@@ -1043,7 +1143,7 @@ 
Source code for deepcave.runs.converters.smac3v2

     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs/exceptions.html b/main/_modules/deepcave/runs/exceptions.html
index 719e2bc0..421cb608 100644
--- a/main/_modules/deepcave/runs/exceptions.html
+++ b/main/_modules/deepcave/runs/exceptions.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -826,12 +826,12 @@ 
Source code for deepcave.runs.exceptions
     - NotMergeableError: Raised if two or more runs are not mergeable.
 """
 
-from enum import Enum
+from enum import Enum
 
 
 

 [docs]
-class NotValidRunError(Exception):
+class NotValidRunError(Exception):
     """Raised if directory is not a valid run."""
 
     pass

@@ -840,7 +840,7 @@ 
Source code for deepcave.runs.exceptions
 
 

 [docs]
-class NotMergeableError(Exception):
+class NotMergeableError(Exception):
     """Raised if two or more runs are not mergeable."""
 
     pass

@@ -849,7 +849,7 @@ 
Source code for deepcave.runs.exceptions
 
 

 [docs]
-class RunInequality(Enum):
+class RunInequality(Enum):
     """Check why runs were not compatible."""
 
     INEQ_META = 1
@@ -879,7 +879,7 @@ 
Source code for deepcave.runs.exceptions
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs/group.html b/main/_modules/deepcave/runs/group.html
index c4c4a103..46fa5453 100644
--- a/main/_modules/deepcave/runs/group.html
+++ b/main/_modules/deepcave/runs/group.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -823,22 +823,22 @@ 
Source code for deepcave.runs.group
     - Group: Can group and manage a group of runs.
 """
 
-from typing import Any, Dict, Iterator, List, Optional, Tuple
+from typing import Any, Dict, Iterator, List, Optional, Tuple
 
-from copy import deepcopy
+from copy import deepcopy
 
-import numpy as np
-from ConfigSpace.configuration_space import Configuration
-from ConfigSpace.hyperparameters.hp_components import ROUND_PLACES
+import numpy as np
+from ConfigSpace.configuration_space import Configuration
+from ConfigSpace.hyperparameters.hp_components import ROUND_PLACES
 
-from deepcave.runs import AbstractRun, NotMergeableError, check_equality
-from deepcave.utils.hash import string_to_hash
-from deepcave.utils.util import config_to_tuple
+from deepcave.runs import AbstractRun, NotMergeableError, check_equality
+from deepcave.utils.hash import string_to_hash
+from deepcave.utils.util import config_to_tuple
 
 
 

 [docs]
-class Group(AbstractRun):
+class Group(AbstractRun):
     """
     Can group and manage a group of runs.
 
@@ -872,7 +872,7 @@ 
Source code for deepcave.runs.group
 
     prefix = "group"
 
-    def __init__(self, name: str, runs: List[AbstractRun]):
+    def __init__(self, name: str, runs: List[AbstractRun]):
         super(Group, self).__init__(name)
         self.runs = [run for run in runs if run is not None]  # Filter for Nones
         self.reset()
@@ -963,14 +963,14 @@ 
Source code for deepcave.runs.group
 
 

 [docs]
-    def __iter__(self: "Group") -> Iterator[str]:
+    def __iter__(self: "Group") -> Iterator[str]:
         """Allow to iterate over the object."""
         for run in self.runs:
             yield run.name

 
 
     @property
-    def hash(self) -> str:
+    def hash(self) -> str:
         """
         Sorted hashes of the group.
 
@@ -988,7 +988,7 @@ 
Source code for deepcave.runs.group
         return string_to_hash("-".join(hashes))
 
     @property
-    def id(self) -> str:
+    def id(self) -> str:
         """
         Get the hash as id of the group.
 
@@ -1003,7 +1003,7 @@ 
Source code for deepcave.runs.group
         return string_to_hash(f"{self.prefix}:{self.name}")
 
     @property
-    def latest_change(self) -> float:
+    def latest_change(self) -> float:
         """
         Get the latest change made to the grouped runs.
 
@@ -1020,12 +1020,12 @@ 
Source code for deepcave.runs.group
         return latest_change
 
     @property
-    def run_paths(self) -> List[str]:
+    def run_paths(self) -> List[str]:
         """Get the path of the runs in the group."""
         return [str(run.path) for run in self.runs]
 
     @property
-    def run_names(self) -> List[str]:
+    def run_names(self) -> List[str]:
         """
         Get the names of the runs in the group.
 
@@ -1038,7 +1038,7 @@ 
Source code for deepcave.runs.group
 
 

 [docs]
-    def get_runs(self) -> List[AbstractRun]:
+    def get_runs(self) -> List[AbstractRun]:
         """
         Get the runs in the group.
 
@@ -1052,7 +1052,7 @@ 
Source code for deepcave.runs.group
 
 

 [docs]
-    def get_new_config_id(self, run_id: int, original_config_id: int) -> int:
+    def get_new_config_id(self, run_id: int, original_config_id: int) -> int:
         """
         Get a new identificator for a configuration.
 
@@ -1073,7 +1073,7 @@ 
Source code for deepcave.runs.group
 
 

 [docs]
-    def get_original_config_id(self, config_id: int) -> int:
+    def get_original_config_id(self, config_id: int) -> int:
         """
         Get the original identificator of a configuration.
 
@@ -1092,7 +1092,7 @@ 
Source code for deepcave.runs.group
 
 

 [docs]
-    def get_original_run(self, config_id: int) -> AbstractRun:
+    def get_original_run(self, config_id: int) -> AbstractRun:
         """
         Get the original run.
 
@@ -1112,7 +1112,7 @@ 
Source code for deepcave.runs.group
 
 

 [docs]
-    def get_model(self, config_id: int) -> Optional[Any]:
+    def get_model(self, config_id: int) -> Optional[Any]:
         """
         Get the model given the configuration id.
 
@@ -1133,7 +1133,7 @@ 
Source code for deepcave.runs.group
     # Types dont match superclass
 

 [docs]
-    def get_trajectory(self, *args, **kwargs):  # type: ignore
+    def get_trajectory(self, *args, **kwargs):  # type: ignore
         """
         Calculate the trajectory of the given objective and budget.
 
@@ -1226,7 +1226,7 @@ 
Source code for deepcave.runs.group
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs/handler.html b/main/_modules/deepcave/runs/handler.html
index af1ef3be..2da4000b 100644
--- a/main/_modules/deepcave/runs/handler.html
+++ b/main/_modules/deepcave/runs/handler.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -825,23 +825,23 @@ 
Source code for deepcave.runs.handler
     - RunHandler: Handle the runs.
 """
 
-from typing import Dict, List, Optional, Type, Union
+from typing import Dict, List, Optional, Type, Union
 
-import time
-from pathlib import Path
+import time
+from pathlib import Path
 
-from deepcave.config import Config
-from deepcave.runs import AbstractRun
-from deepcave.runs.group import Group
-from deepcave.runs.run import Run
-from deepcave.utils.cache import Cache
-from deepcave.utils.logs import get_logger
-from deepcave.utils.run_caches import RunCaches
+from deepcave.config import Config
+from deepcave.runs import AbstractRun
+from deepcave.runs.group import Group
+from deepcave.runs.run import Run
+from deepcave.utils.cache import Cache
+from deepcave.utils.logs import get_logger
+from deepcave.utils.run_caches import RunCaches
 
 
 

 [docs]
-class RunHandler:
+class RunHandler:
     """
     Handle the runs.
 
@@ -869,7 +869,7 @@ 
Source code for deepcave.runs.handler
         Contains the available run classes.
     """
 
-    def __init__(self, config: Config, cache: "Cache", run_cache: "RunCaches") -> None:
+    def __init__(self, config: Config, cache: "Cache", run_cache: "RunCaches") -> None:
         self.c = cache
         self.rc = run_cache
         # Fields set by self.update()
@@ -889,7 +889,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def set_working_directory(self, working_directory: Union[Path, str]) -> None:
+    def set_working_directory(self, working_directory: Union[Path, str]) -> None:
         """
         Set the working directory to the meta cache.
 
@@ -903,7 +903,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def get_working_directory(self) -> Path:
+    def get_working_directory(self) -> Path:
         """
         Return the current working directory in the cache.
 
@@ -926,7 +926,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def get_available_run_paths(self) -> Dict[str, str]:
+    def get_available_run_paths(self) -> Dict[str, str]:
         """
         Return the available run paths from the current directory.
 
@@ -963,7 +963,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def get_selected_run_paths(self) -> List[str]:
+    def get_selected_run_paths(self) -> List[str]:
         """
         Return the selected run paths from the cache.
 
@@ -986,7 +986,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def get_selected_run_names(self) -> List[str]:
+    def get_selected_run_names(self) -> List[str]:
         """
         Return the run names of the selected runs.
 
@@ -1000,7 +1000,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def get_run_name(self, run_path: Union[Path, str]) -> str:
+    def get_run_name(self, run_path: Union[Path, str]) -> str:
         """
         Return the stem of the path.
 
@@ -1019,7 +1019,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def get_selected_groups(self) -> Dict[str, List[str]]:
+    def get_selected_groups(self) -> Dict[str, List[str]]:
         """
         Get the selected groups.
 
@@ -1042,7 +1042,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def add_run(self, run_path: str) -> bool:
+    def add_run(self, run_path: str) -> bool:
         """
         Add a run path to the cache.
 
@@ -1071,7 +1071,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def remove_run(self, run_path: str) -> None:
+    def remove_run(self, run_path: str) -> None:
         """
         Remove a run path from the cache.
 
@@ -1116,7 +1116,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def update(self) -> None:
+    def update(self) -> None:
         """Update the internal run and group instances but only if a hash changed."""
         update_required = False
         for run_path in list(self.runs.keys()):
@@ -1137,7 +1137,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def update_runs(self) -> bool:
+    def update_runs(self) -> bool:
         """
         Load selected runs and update cache if files changed.
 
@@ -1177,7 +1177,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def update_run(
+    def update_run(
         self, run_path: str, class_hint: Optional[Type[Run]] = None
     ) -> Optional[AbstractRun]:
         """
@@ -1251,7 +1251,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def update_groups(self, groups: Optional[Dict[str, List[str]]] = None) -> None:
+    def update_groups(self, groups: Optional[Dict[str, List[str]]] = None) -> None:
         """
         Load chosen groups.
 
@@ -1304,7 +1304,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def get_run(self, run_id: str) -> AbstractRun:
+    def get_run(self, run_id: str) -> AbstractRun:
         """
         Look inside `self.runs` and `self.groups` and if the run id is found, returns the run.
 
@@ -1333,7 +1333,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def get_groups(self) -> List[Group]:
+    def get_groups(self) -> List[Group]:
         """
         Return instantiated grouped runs.
 
@@ -1348,7 +1348,7 @@ 
Source code for deepcave.runs.handler
 
 

 [docs]
-    def get_runs(self, include_groups: bool = False) -> List[AbstractRun]:
+    def get_runs(self, include_groups: bool = False) -> List[AbstractRun]:
         """
         Return the runs from the internal cache.
 
@@ -1372,6 +1372,29 @@ 
Source code for deepcave.runs.handler
             runs += list(self.groups.values())
 
         return runs

+
+
+

+[docs]
+    def is_run(self, path_name: str) -> bool:
+        """
+        Check whether the path name belongs to a valid run.
+
+        Parameters
+        ----------
+        path_name: str
+            The path to check.
+
+        Returns
+        -------
+        bool
+            True if path is valid run.
+            False otherwise.
+        """
+        for run_class in self.available_run_classes:
+            if run_class.is_valid_run(path_name):
+                return True
+        return False

 

 
 

@@ -1395,7 +1418,7 @@ 
Source code for deepcave.runs.handler
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs/objective.html b/main/_modules/deepcave/runs/objective.html
index 6c4e8823..48412796 100644
--- a/main/_modules/deepcave/runs/objective.html
+++ b/main/_modules/deepcave/runs/objective.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -823,19 +823,19 @@ 
Source code for deepcave.runs.objective
     - Objective: Convert and create objectives.
 """
 
-from typing import Any, Dict, Optional, Union
+from typing import Any, Dict, Optional, Union
 
-from dataclasses import dataclass
+from dataclasses import dataclass
 
-import numpy as np
+import numpy as np
 
-from deepcave.runs.exceptions import NotMergeableError
+from deepcave.runs.exceptions import NotMergeableError
 
 
 

 [docs]
 @dataclass
-class Objective:
+class Objective:
     """
     Convert, create and merge objectives.
 
@@ -862,7 +862,7 @@ 
Source code for deepcave.runs.objective
 
 

 [docs]
-    def __post_init__(self) -> None:
+    def __post_init__(self) -> None:
         """
         Check if bounds should be locked.
 
@@ -899,7 +899,7 @@ 
Source code for deepcave.runs.objective
 
 

 [docs]
-    def to_json(self) -> Dict[str, Any]:
+    def to_json(self) -> Dict[str, Any]:
         """
         Convert objectives attributes to a dictionary in a JSON friendly format.
 
@@ -921,7 +921,7 @@ 
Source code for deepcave.runs.objective
 

 [docs]
     @staticmethod
-    def from_json(d: Dict[str, Any]) -> "Objective":
+    def from_json(d: Dict[str, Any]) -> "Objective":
         """
         Create an objective from a JSON friendly dictionary format.
 
@@ -950,7 +950,7 @@ 
Source code for deepcave.runs.objective
 
 

 [docs]
-    def __eq__(self, other: Any) -> bool:
+    def __eq__(self, other: Any) -> bool:
         """
         Compare if two instances are equal based on their attributes.
 
@@ -974,7 +974,7 @@ 
Source code for deepcave.runs.objective
 
 

 [docs]
-    def merge(self, other: Any) -> None:
+    def merge(self, other: Any) -> None:
         """
         Merge two Objectives over their attributes.
 
@@ -1021,7 +1021,7 @@ 
Source code for deepcave.runs.objective
 
 

 [docs]
-    def get_worst_value(self) -> Optional[Union[int, float]]:
+    def get_worst_value(self) -> Optional[Union[int, float]]:
         """
         Get the worst value based on the optimization setting.
 
@@ -1057,7 +1057,7 @@ 
Source code for deepcave.runs.objective
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs/recorder.html b/main/_modules/deepcave/runs/recorder.html
index 58694e65..9e6a2596 100644
--- a/main/_modules/deepcave/runs/recorder.html
+++ b/main/_modules/deepcave/runs/recorder.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -822,24 +822,24 @@ 
Source code for deepcave.runs.recorder
     - Recorder: Define a Recorder for recording information.
 """
 
-from typing import Any, Dict, List, Optional, Tuple, Union
+from typing import Any, Dict, List, Optional, Tuple, Union
 
-import time
-from pathlib import Path
+import time
+from pathlib import Path
 
-import ConfigSpace
-import numpy as np
-from ConfigSpace import Configuration
-from typing_extensions import Self
+import ConfigSpace
+import numpy as np
+from ConfigSpace import Configuration
+from typing_extensions import Self
 
-from deepcave.runs import Status
-from deepcave.runs.converters.deepcave import DeepCAVERun
-from deepcave.runs.objective import Objective
+from deepcave.runs import Status
+from deepcave.runs.converters.deepcave import DeepCAVERun
+from deepcave.runs.objective import Objective
 
 
 

 [docs]
-class Recorder:
+class Recorder:
     """
     Define a Recorder for recording information.
 
@@ -863,7 +863,7 @@ 
Source code for deepcave.runs.recorder
         The deepcave run container.
     """
 
-    def __init__(
+    def __init__(
         self,
         configspace: ConfigSpace.ConfigurationSpace,
         objectives: Optional[List[Objective]] = None,
@@ -926,13 +926,13 @@ 
Source code for deepcave.runs.recorder
             self.path.stem, configspace=configspace, objectives=objectives, meta=meta
         )
 
-    def __enter__(self) -> Self:
+    def __enter__(self) -> Self:
         return self
 
-    def __exit__(self, type, value, traceback) -> None:  # type: ignore
+    def __exit__(self, type, value, traceback) -> None:  # type: ignore
         pass
 
-    def _set_path(
+    def _set_path(
         self, path: Union[str, Path], prefix: str = "run", overwrite: bool = False
     ) -> None:
         """
@@ -972,7 +972,7 @@ 
Source code for deepcave.runs.recorder
 
 

 [docs]
-    def start(
+    def start(
         self,
         config: Configuration,
         budget: Optional[float] = None,
@@ -1031,7 +1031,7 @@ 
Source code for deepcave.runs.recorder
 
 

 [docs]
-    def end(
+    def end(
         self,
         costs: float = np.inf,
         status: Status = Status.SUCCESS,
@@ -1142,7 +1142,7 @@ 
Source code for deepcave.runs.recorder
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs/run.html b/main/_modules/deepcave/runs/run.html
index 00d220a5..7ba3e8e4 100644
--- a/main/_modules/deepcave/runs/run.html
+++ b/main/_modules/deepcave/runs/run.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -822,29 +822,29 @@ 
Source code for deepcave.runs.run
     - Run: Create a new run.
 """
 
-from abc import ABC, abstractmethod
-from typing import Any, Dict, List, Optional, Union
+from abc import ABC, abstractmethod
+from typing import Any, Dict, List, Optional, Union
 
-import json
-from pathlib import Path
+import json
+from pathlib import Path
 
-import ConfigSpace
-import jsonlines
-import numpy as np
-from ConfigSpace.configuration_space import Configuration, ConfigurationSpace
-from ConfigSpace.hyperparameters.hp_components import ROUND_PLACES
+import ConfigSpace
+import jsonlines
+import numpy as np
+from ConfigSpace.configuration_space import Configuration, ConfigurationSpace
+from ConfigSpace.hyperparameters.hp_components import ROUND_PLACES
 
-from deepcave.runs import AbstractRun, Status, Trial
-from deepcave.runs.objective import Objective
-from deepcave.utils.compression import Encoder
-from deepcave.utils.files import make_dirs
-from deepcave.utils.hash import string_to_hash
-from deepcave.utils.util import config_to_tuple
+from deepcave.runs import AbstractRun, Status, Trial
+from deepcave.runs.objective import Objective
+from deepcave.utils.compression import Encoder
+from deepcave.utils.files import make_dirs
+from deepcave.utils.hash import string_to_hash
+from deepcave.utils.util import config_to_tuple
 
 
 

 [docs]
-class Run(AbstractRun, ABC):
+class Run(AbstractRun, ABC):
     """
     Create a new run and get its attributes.
 
@@ -882,7 +882,7 @@ 
Source code for deepcave.runs.run
     prefix = "run"
     _initial_order: int
 
-    def __init__(
+    def __init__(
         self,
         name: str,
         configspace: Optional[ConfigSpace.ConfigurationSpace] = None,
@@ -927,7 +927,7 @@ 
Source code for deepcave.runs.run
 [docs]
     @classmethod
     @abstractmethod
-    def from_path(cls, path: Path) -> "Run":
+    def from_path(cls, path: Path) -> "Run":
         """
         Based on a path, return a new Run object.
 
@@ -944,8 +944,30 @@ 
Source code for deepcave.runs.run
         pass

 
 
+

+[docs]
+    @classmethod
+    @abstractmethod
+    def is_valid_run(cls, path_name: str) -> bool:
+        """
+        Check whether the path name belongs to a valid run.
+
+        Parameters
+        ----------
+        path_name: str
+            The path to check.
+
+        Returns
+        -------
+        bool
+            True if path is valid run.
+            False otherwise.
+        """
+        pass

+
+
     @property
-    def id(self) -> str:
+    def id(self) -> str:
         """
         Get a hash as id.
 
@@ -957,7 +979,7 @@ 
Source code for deepcave.runs.run
         return string_to_hash(f"{self.prefix}:{self.path}")
 
     @property
-    def path(self) -> Optional[Path]:
+    def path(self) -> Optional[Path]:
         """
         Return the path of the run if it exists.
 
@@ -969,7 +991,7 @@ 
Source code for deepcave.runs.run
         return self._path
 
     @path.setter
-    def path(self, value: Optional[Union[str, Path]]) -> None:
+    def path(self, value: Optional[Union[str, Path]]) -> None:
         """
         Set the paths of the run and the JSON files.
 
@@ -994,7 +1016,7 @@ 
Source code for deepcave.runs.run
 
 

 [docs]
-    def exists(self) -> bool:
+    def exists(self) -> bool:
         """
         Check if the run exists based on the internal path.
 
@@ -1020,7 +1042,7 @@ 
Source code for deepcave.runs.run
 
 

 [docs]
-    def add(
+    def add(
         self,
         costs: Union[List[float], float],
         config: Union[Dict, Configuration],
@@ -1160,7 +1182,7 @@ 
Source code for deepcave.runs.run
 
 

 [docs]
-    def save(self, path: Union[str, Path]) -> None:
+    def save(self, path: Union[str, Path]) -> None:
         """
         Save the run and its information.
 
@@ -1199,7 +1221,7 @@ 
Source code for deepcave.runs.run
         # Models
         if len(self.models) > 0:
             # torch is imported here, because it is not wanted as requirement.
-            import torch
+            import torch
 
             # Iterate over models and save them if they are a module.
             for config_id in list(self.models.keys()):
@@ -1219,7 +1241,7 @@ 
Source code for deepcave.runs.run
 
 

 [docs]
-    def load(self, path: Optional[Union[str, Path]] = None) -> None:
+    def load(self, path: Optional[Union[str, Path]] = None) -> None:
         """
         Load the run.
 
@@ -1304,7 +1326,7 @@ 
Source code for deepcave.runs.run
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs/status.html b/main/_modules/deepcave/runs/status.html
index f2fa7339..0e887c57 100644
--- a/main/_modules/deepcave/runs/status.html
+++ b/main/_modules/deepcave/runs/status.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -835,12 +835,12 @@ 
Source code for deepcave.runs.status
     UNKNOWN: int
 """
 
-from enum import IntEnum
+from enum import IntEnum
 
 
 

 [docs]
-class Status(IntEnum):
+class Status(IntEnum):
     """
     Represent the status of a run as an Enum.
 
@@ -864,7 +864,7 @@ 
Source code for deepcave.runs.status
 
 

 [docs]
-    def to_text(self) -> str:
+    def to_text(self) -> str:
         """
         Convert name to simpler, lower case text format.
 
@@ -897,7 +897,7 @@ 
Source code for deepcave.runs.status
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/runs/trial.html b/main/_modules/deepcave/runs/trial.html
index 85b7c0a2..37ba779e 100644
--- a/main/_modules/deepcave/runs/trial.html
+++ b/main/_modules/deepcave/runs/trial.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -823,17 +823,17 @@ 
Source code for deepcave.runs.trial
     - Trial: This class provides the trial object itself and multiple handling utilities.
 """
 
-from typing import Any, Dict, List, Optional, Tuple, Union
+from typing import Any, Dict, List, Optional, Tuple, Union
 
-from dataclasses import dataclass
+from dataclasses import dataclass
 
-from deepcave.runs.status import Status
+from deepcave.runs.status import Status
 
 
 

 [docs]
 @dataclass
-class Trial:
+class Trial:
     """
     Provide the trial object itself and multiple handling utilities.
 
@@ -868,7 +868,7 @@ 
Source code for deepcave.runs.trial
 
 

 [docs]
-    def __post_init__(self) -> None:
+    def __post_init__(self) -> None:
         """Set the status."""
         if isinstance(self.status, int):
             self.status = Status(self.status)
@@ -878,7 +878,7 @@ 
Source code for deepcave.runs.trial
 
 

 [docs]
-    def get_key(self) -> Tuple[int, Optional[Union[int, float]], Optional[int]]:
+    def get_key(self) -> Tuple[int, Optional[Union[int, float]], Optional[int]]:
         """
         Generate a key based on the configuration id and the budget.
 
@@ -887,14 +887,14 @@ 
Source code for deepcave.runs.trial
         Tuple[int, Optional[Union[int, float]], Optional[int]]
             A Tuple representing a unique key based on the configuration id, budget, and seed.
         """
-        from deepcave.runs import AbstractRun
+        from deepcave.runs import AbstractRun
 
         return AbstractRun.get_trial_key(self.config_id, self.budget, self.seed)

 
 
 

 [docs]
-    def to_json(self) -> List[Any]:
+    def to_json(self) -> List[Any]:
         """
         Convert trial object to JSON-compatible representation.
 
@@ -936,7 +936,7 @@ 
Source code for deepcave.runs.trial
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/cache.html b/main/_modules/deepcave/utils/cache.html
index 059690dd..91b16276 100644
--- a/main/_modules/deepcave/utils/cache.html
+++ b/main/_modules/deepcave/utils/cache.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -824,29 +824,29 @@ 
Source code for deepcave.utils.cache
 ## Classes
     - Cache: Cache handles a json file.
 """
-from typing import Any, Dict, Optional
+from typing import Any, Dict, Optional
 
-import json
-from copy import deepcopy
-from pathlib import Path
+import json
+from copy import deepcopy
+from pathlib import Path
 
-from deepcave.utils.compression import JSON_DENSE_SEPARATORS, Encoder
-from deepcave.utils.logs import get_logger
-from deepcave.utils.util import short_string
+from deepcave.utils.compression import JSON_DENSE_SEPARATORS, Encoder
+from deepcave.utils.logs import get_logger
+from deepcave.utils.util import short_string
 
 logger = get_logger(__name__)
 
 
 

 [docs]
-class Cache:
+class Cache:
     """
     Cache handles a json file.
 
     Decided not to use flask_caching since code is easier to change to our needs.
     """
 
-    def __init__(
+    def __init__(
         self,
         filename: Optional[Path] = None,
         defaults: Optional[Dict] = None,
@@ -863,7 +863,7 @@ 
Source code for deepcave.utils.cache
         # Initial setup
         self._setup(filename, write_file)
 
-    def _setup(self, filename: Optional[Path], write_file: bool = True) -> None:
+    def _setup(self, filename: Optional[Path], write_file: bool = True) -> None:
         """
         Initialize the setup.
 
@@ -885,7 +885,7 @@ 
Source code for deepcave.utils.cache
 
 

 [docs]
-    def read(self) -> None:
+    def read(self) -> None:
         """Read content from a file and load into cache as dictionary."""
         if self._filename is None or not self._filename.exists():
             return
@@ -897,7 +897,7 @@ 
Source code for deepcave.utils.cache
 
 

 [docs]
-    def write(self) -> None:
+    def write(self) -> None:
         """Write content of cache into file."""
         if self._filename is None:
             return
@@ -912,7 +912,7 @@ 
Source code for deepcave.utils.cache
 
 

 [docs]
-    def set(self, *keys: str, value: Any, write_file: bool = True) -> None:
+    def set(self, *keys: str, value: Any, write_file: bool = True) -> None:
         """
         Set a value from a chain of keys.
 
@@ -958,7 +958,7 @@ 
Source code for deepcave.utils.cache
 
 

 [docs]
-    def set_dict(self, d: Dict, write_file: bool = True) -> None:
+    def set_dict(self, d: Dict, write_file: bool = True) -> None:
         """
         Update cache to a specific value.
 
@@ -978,7 +978,7 @@ 
Source code for deepcave.utils.cache
 
 

 [docs]
-    def get(self, *keys: str) -> Optional[Any]:
+    def get(self, *keys: str) -> Optional[Any]:
         """
         Retrieve value for a specific key.
 
@@ -1004,7 +1004,7 @@ 
Source code for deepcave.utils.cache
 
 

 [docs]
-    def has(self, *keys: str) -> bool:
+    def has(self, *keys: str) -> bool:
         """
         Check whether cache has specific key.
 
@@ -1029,7 +1029,7 @@ 
Source code for deepcave.utils.cache
 
 

 [docs]
-    def clear(self, write_file: bool = True) -> None:
+    def clear(self, write_file: bool = True) -> None:
         """
         Clear all cache and reset to defaults.
 
@@ -1069,7 +1069,7 @@ 
Source code for deepcave.utils.cache
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/cast.html b/main/_modules/deepcave/utils/cast.html
index 76065dbf..3d63ded8 100644
--- a/main/_modules/deepcave/utils/cast.html
+++ b/main/_modules/deepcave/utils/cast.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -818,12 +818,12 @@ 
Source code for deepcave.utils.cast
 
 This module provides a utility to convert any value to an int if possible.
 """
-from typing import Any, Optional
+from typing import Any, Optional
 
 
 

 [docs]
-def optional_int(value: Any) -> Optional[int]:
+def optional_int(value: Any) -> Optional[int]:
     """
     Convert a value to an int if possible.
 
@@ -864,7 +864,7 @@ 
Source code for deepcave.utils.cast
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/compression.html b/main/_modules/deepcave/utils/compression.html
index 4d2f7027..7d44f4bc 100644
--- a/main/_modules/deepcave/utils/compression.html
+++ b/main/_modules/deepcave/utils/compression.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -827,12 +827,12 @@ 
Source code for deepcave.utils.compression
     - TYPE: TypeVar
 """
 
-from typing import Any, Dict, List, TypeVar, Union
+from typing import Any, Dict, List, TypeVar, Union
 
-import json
+import json
 
-import numpy as np
-import pandas as pd
+import numpy as np
+import pandas as pd
 
 JSON_DENSE_SEPARATORS = (",", ":")
 JSON_DEFAULT_SEPARATORS = (",", ": ")
@@ -841,12 +841,12 @@ 
Source code for deepcave.utils.compression
 
 

 [docs]
-class Encoder(json.JSONEncoder):
+class Encoder(json.JSONEncoder):
     """Define a custom JSON Encoder."""
 
 

 [docs]
-    def default(self, obj: Any) -> Any:
+    def default(self, obj: Any) -> Any:
         """
         Return the object as list if np.ndarray.
 
@@ -873,7 +873,7 @@ 
Source code for deepcave.utils.compression
 
 

 [docs]
-def serialize(data: Union[Dict, List, pd.DataFrame]) -> str:
+def serialize(data: Union[Dict, List, pd.DataFrame]) -> str:
     """
     Serialize a dataframe to a string.
 
@@ -897,7 +897,7 @@ 
Source code for deepcave.utils.compression
 
 

 [docs]
-def deserialize(string: str, dtype: TYPE = pd.DataFrame) -> TYPE:
+def deserialize(string: str, dtype: TYPE = pd.DataFrame) -> TYPE:
     """
     Deserialize a dataframe from a string.
 
@@ -940,7 +940,7 @@ 
Source code for deepcave.utils.compression
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/configs.html b/main/_modules/deepcave/utils/configs.html
index 976b2a3a..a8ac7a5c 100644
--- a/main/_modules/deepcave/utils/configs.html
+++ b/main/_modules/deepcave/utils/configs.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -819,19 +819,19 @@ 
Source code for deepcave.utils.configs
 This module provides a utility for parsing the configurations from a filename.
 """
 
-from typing import Optional
+from typing import Optional
 
-import importlib
-import os
-import sys
-from pathlib import Path
+import importlib
+import os
+import sys
+from pathlib import Path
 
-from deepcave.config import Config
+from deepcave.config import Config
 
 
 

 [docs]
-def parse_config(filename: Optional[str] = None) -> Config:
+def parse_config(filename: Optional[str] = None) -> Config:
     """
     Parse the config given the filename.
 
@@ -906,7 +906,7 @@ 
Source code for deepcave.utils.configs
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/configspace.html b/main/_modules/deepcave/utils/configspace.html
index d776b77f..19a63dbf 100644
--- a/main/_modules/deepcave/utils/configspace.html
+++ b/main/_modules/deepcave/utils/configspace.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -819,23 +819,23 @@ 
Source code for deepcave.utils.configspace
 This module samples random as well as border configurations.
 """
 
-from typing import Iterator, Optional
+from typing import Iterator, Optional
 
-import numpy as np
-from ConfigSpace.configuration_space import Configuration, ConfigurationSpace
-from ConfigSpace.hyperparameters import (
+import numpy as np
+from ConfigSpace.configuration_space import Configuration, ConfigurationSpace
+from ConfigSpace.hyperparameters import (
     CategoricalHyperparameter,
     Constant,
     IntegerHyperparameter,
     NumericalHyperparameter,
     OrdinalHyperparameter,
 )
-from ConfigSpace.util import deactivate_inactive_hyperparameters
+from ConfigSpace.util import deactivate_inactive_hyperparameters
 
 
 

 [docs]
-def sample_border_config(configspace: ConfigurationSpace) -> Iterator[Configuration]:
+def sample_border_config(configspace: ConfigurationSpace) -> Iterator[Configuration]:
     """
     Generate border configurations from the configuration space.
 
@@ -881,7 +881,7 @@ 
Source code for deepcave.utils.configspace
 
 

 [docs]
-def sample_random_config(
+def sample_random_config(
     configspace: ConfigurationSpace, d: Optional[int] = None
 ) -> Iterator[Configuration]:
     """
@@ -970,7 +970,7 @@ 
Source code for deepcave.utils.configspace
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/converters.html b/main/_modules/deepcave/utils/converters.html
index d5df735d..da99ec7c 100644
--- a/main/_modules/deepcave/utils/converters.html
+++ b/main/_modules/deepcave/utils/converters.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -819,17 +819,17 @@ 
Source code for deepcave.utils.converters
 This module provides utilities for converters.
 """
 
-from typing import List, Optional
+from typing import List, Optional
 
-import re
+import re
 
-import ConfigSpace as ConfigSpace
-import pandas as pd
+import ConfigSpace as ConfigSpace
+import pandas as pd
 
 
 

 [docs]
-def extract_config(
+def extract_config(
     data: pd.Series, configspace: ConfigSpace.ConfigurationSpace
 ) -> ConfigSpace.Configuration:
     """
@@ -856,7 +856,7 @@ 
Source code for deepcave.utils.converters
 
 

 [docs]
-def extract_costs(data: pd.Series) -> List[float]:
+def extract_costs(data: pd.Series) -> List[float]:
     """
     Extract the costs from a pandas series.
 
@@ -877,7 +877,7 @@ 
Source code for deepcave.utils.converters
 
 

 [docs]
-def extract_value(name_string: str, field: str) -> Optional[str]:
+def extract_value(name_string: str, field: str) -> Optional[str]:
     """
     Extract the value of a field from a string.
 
@@ -922,7 +922,7 @@ 
Source code for deepcave.utils.converters
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/dash.html b/main/_modules/deepcave/utils/dash.html
index 2536e760..2cc51214 100644
--- a/main/_modules/deepcave/utils/dash.html
+++ b/main/_modules/deepcave/utils/dash.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -819,12 +819,12 @@ 
Source code for deepcave.utils.dash
 This module provides utilities to return and flash alerts.
 """
 
-import dash_bootstrap_components as dbc
+import dash_bootstrap_components as dbc
 
 
 

 [docs]
-def flash(message: str, category: str = "info") -> dbc.Alert:
+def flash(message: str, category: str = "info") -> dbc.Alert:
     """
     Flask style flash-message with Alerts.
 
@@ -854,7 +854,7 @@ 
Source code for deepcave.utils.dash
 
 

 [docs]
-def alert(message: str) -> dbc.Alert:
+def alert(message: str) -> dbc.Alert:
     """
     Return an alert message.
 
@@ -891,7 +891,7 @@ 
Source code for deepcave.utils.dash
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/data_structures.html b/main/_modules/deepcave/utils/data_structures.html
index 55c372d5..13bdaf34 100644
--- a/main/_modules/deepcave/utils/data_structures.html
+++ b/main/_modules/deepcave/utils/data_structures.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -819,12 +819,12 @@ 
Source code for deepcave.utils.data_structures
This module can be used for updating one dictionary with another dictionary inplace.
 """
 
-from typing import Dict
+from typing import Dict
 
 
 

 [docs]
-def update_dict(a: Dict[str, Dict], b: Dict[str, Dict]) -> None:
+def update_dict(a: Dict[str, Dict], b: Dict[str, Dict]) -> None:
     """
     Update dictionary a with dictionary b inplace.
 
@@ -863,7 +863,7 @@ 
Source code for deepcave.utils.data_structures

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/docs.html b/main/_modules/deepcave/utils/docs.html
index bf21d474..f383e60b 100644
--- a/main/_modules/deepcave/utils/docs.html
+++ b/main/_modules/deepcave/utils/docs.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -819,15 +819,15 @@ 
Source code for deepcave.utils.docs
 This module provides a function to convert reStructuredText (RST) to MarkDown (MD).
 """
 
-from __future__ import annotations
+from __future__ import annotations
 
-import re
-from pathlib import Path
+import re
+from pathlib import Path
 
 
 

 [docs]
-def rst_to_md(filename: str | Path) -> str:
+def rst_to_md(filename: str | Path) -> str:
     """
     Convert a subset of reStructuredText (RST) to MarkDown (MD).
 
@@ -909,7 +909,7 @@ 
Source code for deepcave.utils.docs
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/files.html b/main/_modules/deepcave/utils/files.html
index f06d09c2..28591ebf 100644
--- a/main/_modules/deepcave/utils/files.html
+++ b/main/_modules/deepcave/utils/files.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -819,14 +819,14 @@ 
Source code for deepcave.utils.files
 This module provides a utility to create directories from a filename.
 """
 
-from typing import Union
+from typing import Union
 
-from pathlib import Path
+from pathlib import Path
 
 
 

 [docs]
-def make_dirs(filename: Union[str, Path], parents: bool = True) -> None:
+def make_dirs(filename: Union[str, Path], parents: bool = True) -> None:
     """
     Create a directory.
 
@@ -865,7 +865,7 @@ 
Source code for deepcave.utils.files
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/hash.html b/main/_modules/deepcave/utils/hash.html
index a8b9c0e4..f75d8c78 100644
--- a/main/_modules/deepcave/utils/hash.html
+++ b/main/_modules/deepcave/utils/hash.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -819,13 +819,13 @@ 
Source code for deepcave.utils.hash
 This module provides utilities to convert strings and files to hash.
 """
 
-import hashlib
-from pathlib import Path
+import hashlib
+from pathlib import Path
 
 
 

 [docs]
-def string_to_hash(string: str) -> str:
+def string_to_hash(string: str) -> str:
     """
     Convert a string to a hash.
 
@@ -846,7 +846,7 @@ 
Source code for deepcave.utils.hash
 
 

 [docs]
-def file_to_hash(filename: Path) -> str:
+def file_to_hash(filename: Path) -> str:
     """
     Convert a file to a hash.
 
@@ -888,7 +888,7 @@ 
Source code for deepcave.utils.hash
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/layout.html b/main/_modules/deepcave/utils/layout.html
index 61adfb6a..f333b17a 100644
--- a/main/_modules/deepcave/utils/layout.html
+++ b/main/_modules/deepcave/utils/layout.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -820,20 +820,20 @@ 
Source code for deepcave.utils.layout
 
 This includes a help button, slider marks, select/checklist/radio options.
 """
-from typing import Any, Dict, List, Optional, Union
+from typing import Any, Dict, List, Optional, Union
 
-import uuid
+import uuid
 
-import dash_bootstrap_components as dbc
-import pandas as pd
-from dash import dcc, html
+import dash_bootstrap_components as dbc
+import pandas as pd
+from dash import dcc, html
 
-from deepcave.utils.hash import string_to_hash
+from deepcave.utils.hash import string_to_hash
 
 
 

 [docs]
-def help_button(text: str, placement: str = "top") -> html.Span:
+def help_button(text: str, placement: str = "top") -> html.Span:
     """
     Generate button with help icon.
 
@@ -868,13 +868,13 @@ 
Source code for deepcave.utils.layout
 
 
 
-def render_table(df: pd.DataFrame) -> None:  # noqa: D103
+def render_table(df: pd.DataFrame) -> None:  # noqa: D103
     pass
 
 
 

 [docs]
-def get_slider_marks(
+def get_slider_marks(
     strings: Optional[List[Any]] = None,
     steps: int = 10,
     access_all: bool = False,
@@ -925,7 +925,7 @@ 
Source code for deepcave.utils.layout
 
 

 [docs]
-def get_select_options(
+def get_select_options(
     labels: Any = None,
     values: Any = None,
     disabled: Union[List[bool], None] = None,
@@ -992,7 +992,7 @@ 
Source code for deepcave.utils.layout
 
 

 [docs]
-def get_checklist_options(
+def get_checklist_options(
     labels: Any = None, values: Any = None, binary: bool = False
 ) -> List[Dict[str, Any]]:
     """
@@ -1029,7 +1029,7 @@ 
Source code for deepcave.utils.layout
 
 

 [docs]
-def get_radio_options(
+def get_radio_options(
     labels: Any = None, values: Any = None, binary: Any = False
 ) -> List[Dict[str, Any]]:
     """
@@ -1066,7 +1066,7 @@ 
Source code for deepcave.utils.layout
 
 

 [docs]
-def create_table(
+def create_table(
     output: Dict[str, List[str]],
     fixed: bool = False,
     head: bool = True,
@@ -1129,7 +1129,7 @@ 
Source code for deepcave.utils.layout
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/logs.html b/main/_modules/deepcave/utils/logs.html
index 835ab276..088147e9 100644
--- a/main/_modules/deepcave/utils/logs.html
+++ b/main/_modules/deepcave/utils/logs.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -819,13 +819,13 @@ 
Source code for deepcave.utils.logs
 This module sets up and gets the logging configuration.
 """
 
-import logging
-import logging.config
-from pathlib import Path
+import logging
+import logging.config
+from pathlib import Path
 
-import yaml
+import yaml
 
-import deepcave
+import deepcave
 
 path = Path() / deepcave.__file__
 with (path.parent / "utils" / "logging.yml").open("r") as stream:
@@ -836,7 +836,7 @@ 
Source code for deepcave.utils.logs
 
 

 [docs]
-def get_logger(logger_name: str) -> logging.Logger:
+def get_logger(logger_name: str) -> logging.Logger:
     """
     Get the logger corresponding to the logger name.
 
@@ -873,7 +873,7 @@ 
Source code for deepcave.utils.logs
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/multi_objective_importance.html b/main/_modules/deepcave/utils/multi_objective_importance.html
index c95ee6c7..114c7ccf 100644
--- a/main/_modules/deepcave/utils/multi_objective_importance.html
+++ b/main/_modules/deepcave/utils/multi_objective_importance.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -819,15 +819,15 @@ 
Source code for deepcave.utils.multi_objective_importance
This module provides utilities for calculating multi-objective importances.
 """
 
-from typing import List
+from typing import List
 
-import numpy as np
-import pandas as pd
+import numpy as np
+import pandas as pd
 
 
 

 [docs]
-def is_pareto_efficient(costs: np.ndarray) -> np.ndarray:
+def is_pareto_efficient(costs: np.ndarray) -> np.ndarray:
     """
     Find the pareto-efficient points.
 
@@ -852,7 +852,7 @@ 
Source code for deepcave.utils.multi_objective_importance

 [docs]
-def get_weightings(objectives_normed: List[str], df: pd.DataFrame) -> np.ndarray:
+def get_weightings(objectives_normed: List[str], df: pd.DataFrame) -> np.ndarray:
     """
     Calculate the weighting for the weighted importance using the points on the pareto-front.
 
@@ -894,7 +894,7 @@ 
Source code for deepcave.utils.multi_objective_importance

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/notification.html b/main/_modules/deepcave/utils/notification.html
index fabd1019..030e9d08 100644
--- a/main/_modules/deepcave/utils/notification.html
+++ b/main/_modules/deepcave/utils/notification.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -821,22 +821,22 @@ 
Source code for deepcave.utils.notification
 ## Classes
     - Notification: Can create, update and reset a notification.
 """
-from typing import Optional, Tuple
+from typing import Optional, Tuple
 
 
 

 [docs]
-class Notification:
+class Notification:
     """Can create, update and reset a notification."""
 
-    def __init__(self) -> None:
+    def __init__(self) -> None:
         self._update_required = False
         self._message: Optional[str] = None
         self._color: Optional[str] = None
 
 

 [docs]
-    def reset(self) -> None:
+    def reset(self) -> None:
         """Reset the notification."""
         self._update_required = False
         self._message = None
@@ -845,7 +845,7 @@ 
Source code for deepcave.utils.notification
 
 

 [docs]
-    def update(self, message: str, color: str = "danger") -> None:
+    def update(self, message: str, color: str = "danger") -> None:
         """
         Update the notification.
 
@@ -864,7 +864,7 @@ 
Source code for deepcave.utils.notification
 
 

 [docs]
-    def get_latest(self) -> Optional[Tuple[str, str]]:
+    def get_latest(self) -> Optional[Tuple[str, str]]:
         """
         Retrieve the latest notification and reset.
 
@@ -903,7 +903,7 @@ 
Source code for deepcave.utils.notification
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/run_caches.html b/main/_modules/deepcave/utils/run_caches.html
index 7bd597a8..73f0e4ed 100644
--- a/main/_modules/deepcave/utils/run_caches.html
+++ b/main/_modules/deepcave/utils/run_caches.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -824,19 +824,19 @@ 
Source code for deepcave.utils.run_caches
     - RunCaches: Hold the caches for the selected runs.
 """
 
-from typing import Any, Dict, Optional
+from typing import Any, Dict, Optional
 
-import shutil
+import shutil
 
-from deepcave.config import Config
-from deepcave.runs import AbstractRun
-from deepcave.utils.cache import Cache
-from deepcave.utils.logs import get_logger
+from deepcave.config import Config
+from deepcave.runs import AbstractRun
+from deepcave.utils.cache import Cache
+from deepcave.utils.logs import get_logger
 
 
 

 [docs]
-class RunCaches:
+class RunCaches:
     """
     Hold the caches for the selected runs.
 
@@ -854,14 +854,14 @@ 
Source code for deepcave.utils.run_caches
         The logger for the run cache.
     """
 
-    def __init__(self, config: "Config"):
+    def __init__(self, config: "Config"):
         self.cache_dir = config.CACHE_DIR / "run_cache"
         self.logger = get_logger("RunCache")
         self._debug = config.DEBUG
 
 

 [docs]
-    def update(self, run: AbstractRun) -> bool:
+    def update(self, run: AbstractRun) -> bool:
         """
         Update the cache for the given run. If the cache does not exists it will be created.
 
@@ -907,7 +907,7 @@ 
Source code for deepcave.utils.run_caches
         return False

 
 
-    def _reset(self, run: AbstractRun, cache: Cache) -> None:
+    def _reset(self, run: AbstractRun, cache: Cache) -> None:
         """
         Initializes/resets the cache for the given run.
 
@@ -929,7 +929,7 @@ 
Source code for deepcave.utils.run_caches
 
 

 [docs]
-    def get(self, run: AbstractRun, plugin_id: str, inputs_key: str) -> Optional[Dict[str, Any]]:
+    def get(self, run: AbstractRun, plugin_id: str, inputs_key: str) -> Optional[Dict[str, Any]]:
         """
         Return the raw outputs for the given run, plugin and inputs key.
 
@@ -965,7 +965,7 @@ 
Source code for deepcave.utils.run_caches
 
 

 [docs]
-    def set(self, run: AbstractRun, plugin_id: str, inputs_key: str, value: Any) -> None:
+    def set(self, run: AbstractRun, plugin_id: str, inputs_key: str, value: Any) -> None:
         """
         Set the value for the given run, plugin and inputs key.
 
@@ -989,14 +989,14 @@ 
Source code for deepcave.utils.run_caches
 
 

 [docs]
-    def clear_run(self, run: AbstractRun) -> None:
+    def clear_run(self, run: AbstractRun) -> None:
         """Remove all caches for the given run."""
         shutil.rmtree(self.cache_dir / run.id)

 
 
 

 [docs]
-    def clear(self) -> None:
+    def clear(self) -> None:
         """Remove all caches."""
         try:
             shutil.rmtree(self.cache_dir)
@@ -1025,7 +1025,7 @@ 
Source code for deepcave.utils.run_caches
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/styled_plotty.html b/main/_modules/deepcave/utils/styled_plotty.html
index 9eac3bba..d847247b 100644
--- a/main/_modules/deepcave/utils/styled_plotty.html
+++ b/main/_modules/deepcave/utils/styled_plotty.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -820,27 +820,27 @@ 
Source code for deepcave.utils.styled_plotty
For this, it uses plotly as well as dash.
 """
 
-from typing import Any, Callable, List, Optional, Tuple, Union
+from typing import Any, Callable, List, Optional, Tuple, Union
 
-import itertools
-import re
+import itertools
+import re
 
-import numpy as np
-import plotly.express as px
-import plotly.graph_objs as go
-from ConfigSpace.hyperparameters import (
+import numpy as np
+import plotly.express as px
+import plotly.graph_objs as go
+from ConfigSpace.hyperparameters import (
     CategoricalHyperparameter,
     Constant,
     Hyperparameter,
     IntegerHyperparameter,
 )
-from dash import html
-from dash.development.base_component import Component
+from dash import html
+from dash.development.base_component import Component
 
-from deepcave import interactive
-from deepcave.constants import CONSTANT_VALUE, NAN_LABEL, NAN_VALUE
-from deepcave.runs import AbstractRun
-from deepcave.utils.logs import get_logger
+from deepcave import interactive
+from deepcave.constants import CONSTANT_VALUE, NAN_LABEL, NAN_VALUE
+from deepcave.runs import AbstractRun
+from deepcave.utils.logs import get_logger
 
 logger = get_logger(__name__)
 
@@ -848,7 +848,7 @@ 
Source code for deepcave.utils.styled_plotty
 [docs]
 @interactive
-def save_image(figure: go.Figure, name: str) -> None:
+def save_image(figure: go.Figure, name: str) -> None:
     """
     Save a plotly figure as an image.
 
@@ -860,7 +860,7 @@ 
Source code for deepcave.utils.styled_plotty
        Name of the image with extension.
         Will be automatically saved to the cache.
     """
-    from deepcave import config
+    from deepcave import config
 
     if not config.SAVE_IMAGES:
         return
@@ -877,7 +877,7 @@ 
Source code for deepcave.utils.styled_plotty
 [docs]
-def hex_to_rgb(hex_string: str) -> Tuple[int, int, int]:
+def hex_to_rgb(hex_string: str) -> Tuple[int, int, int]:
     """
     Convert a hex_string to a tuple of rgb values.
 
@@ -916,7 +916,7 @@ 
Source code for deepcave.utils.styled_plotty
 [docs]
-def get_color(id_: int, alpha: float = 1) -> Union[str, Tuple[float, float, float, float]]:
+def get_color(id_: int, alpha: float = 1) -> Union[str, Tuple[float, float, float, float]]:
     """
     Get an RGBA Color, currently (Plotly version 5.3.1) there are 10 possible colors.
 
@@ -944,7 +944,7 @@ 
Source code for deepcave.utils.styled_plotty
 [docs]
-def get_discrete_heatmap(
+def get_discrete_heatmap(
     x: List[Union[float, int]], y: List[int], values: List[Any], labels: List[Any]
 ) -> go.Heatmap:
     """
@@ -1030,7 +1030,7 @@ 
Source code for deepcave.utils.styled_plotty
 [docs]
-def prettify_label(label: Union[str, float, int]) -> str:
+def prettify_label(label: Union[str, float, int]) -> str:
     """
     Take a label and prettifies it.
 
@@ -1067,7 +1067,7 @@ 
Source code for deepcave.utils.styled_plotty
 [docs]
-def get_hyperparameter_ticks(
+def get_hyperparameter_ticks(
     hp: Hyperparameter,
     additional_values: Optional[List] = None,
     ticks: int = 4,
@@ -1177,7 +1177,7 @@ 
Source code for deepcave.utils.styled_plotty
 [docs]
-def get_hyperparameter_ticks_from_values(
+def get_hyperparameter_ticks_from_values(
     values: List, labels: List, forced: Optional[List[bool]] = None, ticks: int = 6
 ) -> Tuple[List, List]:
     """
@@ -1275,7 +1275,7 @@ 
Source code for deepcave.utils.styled_plotty
 [docs]
-def get_hovertext_from_config(
+def get_hovertext_from_config(
     run: AbstractRun, config_id: int, budget: Optional[Union[int, float]] = None
 ) -> str:
     """
@@ -1303,7 +1303,7 @@ 
Source code for deepcave.utils.styled_plotty
return ""
 
     # Retrieve the link for the config id
-    from deepcave.plugins.summary.configurations import Configurations
+    from deepcave.plugins.summary.configurations import Configurations
 
     link = Configurations.get_link(run, config_id)
 
@@ -1345,7 +1345,7 @@ 
Source code for deepcave.utils.styled_plotty
 [docs]
-def generate_config_code(register: Callable, variables: List[str]) -> List[Component]:
+def generate_config_code(register: Callable, variables: List[str]) -> List[Component]:
     """
     Generate HTML components to display code.
 
@@ -1442,7 +1442,7 @@ 
Source code for deepcave.utils.styled_plotty
       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/symbolic_regression.html b/main/_modules/deepcave/utils/symbolic_regression.html
index aaa5bbc3..3288ba10 100644
--- a/main/_modules/deepcave/utils/symbolic_regression.html
+++ b/main/_modules/deepcave/utils/symbolic_regression.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -819,22 +819,22 @@ 
Source code for deepcave.utils.symbolic_regression
This module provides utilities for running symbolic regression with gplearn.
 """
 
-from typing import List, Optional, Union
+from typing import List, Optional, Union
 
-import numpy as np
-import sympy
-from gplearn import functions
-from gplearn.functions import _Function, make_function
-from gplearn.genetic import SymbolicRegressor
+import numpy as np
+import sympy
+from gplearn import functions
+from gplearn.functions import _Function, make_function
+from gplearn.genetic import SymbolicRegressor
 
-from deepcave.utils.logs import get_logger
+from deepcave.utils.logs import get_logger
 
 logger = get_logger(__name__)
 
 
 

 [docs]
-def exp(x: Union[float, np.ndarray]) -> Union[float, np.ndarray]:
+def exp(x: Union[float, np.ndarray]) -> Union[float, np.ndarray]:
     """
     Get a safe exp function with a maximum value of 100000 to avoid overflow.
 
@@ -860,7 +860,7 @@ 
Source code for deepcave.utils.symbolic_regression

 [docs]
-def get_function_set() -> List[Union[str, _Function]]:
+def get_function_set() -> List[Union[str, _Function]]:
     """
     Get a function set for symbolic regression with gplearn.
 
@@ -879,7 +879,7 @@ 
Source code for deepcave.utils.symbolic_regression

 [docs]
-def convert_symb(
+def convert_symb(
     symb: SymbolicRegressor, n_decimals: Optional[int] = None, hp_names: Optional[List[str]] = None
 ) -> str:
     """
@@ -996,7 +996,7 @@ 
Source code for deepcave.utils.symbolic_regression

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/url.html b/main/_modules/deepcave/utils/url.html
index 890254c3..d2232a27 100644
--- a/main/_modules/deepcave/utils/url.html
+++ b/main/_modules/deepcave/utils/url.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -819,17 +819,17 @@ 
Source code for deepcave.utils.url
 This module creates and parses an URL according to its input information.
 """
 
-from typing import Any, Dict, Optional
+from typing import Any, Dict, Optional
 
-import json
-import urllib
+import json
+import urllib
 
-from deepcave.utils.compression import Encoder
+from deepcave.utils.compression import Encoder
 
 
 

 [docs]
-def create_url(pathname: str, inputs: Dict[str, Any]) -> str:
+def create_url(pathname: str, inputs: Dict[str, Any]) -> str:
     """
     Create an URL with the given pathname and inputs.
 
@@ -855,7 +855,7 @@ 
Source code for deepcave.utils.url
 
 

 [docs]
-def parse_url(pathname: str) -> Optional[Dict[str, Any]]:
+def parse_url(pathname: str) -> Optional[Dict[str, Any]]:
     """
     Parse the URL and extract input information if possible.
 
@@ -901,7 +901,7 @@ 
Source code for deepcave.utils.url
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/_modules/deepcave/utils/util.html b/main/_modules/deepcave/utils/util.html
index b2a2e687..10431c37 100644
--- a/main/_modules/deepcave/utils/util.html
+++ b/main/_modules/deepcave/utils/util.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -819,18 +819,18 @@ 
Source code for deepcave.utils.util
 This module provides utilities for string generation and shortening.
 It also provides a function to get the difference between now and a given timestamp.
 """
-from typing import Any
+from typing import Any
 
-import datetime
-import random
-import string
+import datetime
+import random
+import string
 
-import numpy as np
+import numpy as np
 
 
 

 [docs]
-def get_random_string(length: int) -> str:
+def get_random_string(length: int) -> str:
     """
     Get a random string with a specific length.
 
@@ -858,7 +858,7 @@ 
Source code for deepcave.utils.util
 
 

 [docs]
-def short_string(value: Any, length: int = 30, *, mode: str = "prefix") -> str:
+def short_string(value: Any, length: int = 30, *, mode: str = "prefix") -> str:
     """
     Shorten the given string.
 
@@ -900,7 +900,7 @@ 
Source code for deepcave.utils.util
 
 

 [docs]
-def get_latest_change(st_mtime: int) -> str:
+def get_latest_change(st_mtime: int) -> str:
     """
     Get the difference between now and a given timestamp.
 
@@ -933,7 +933,7 @@ 
Source code for deepcave.utils.util
 
 
     
diff --git a/main/api/deepcave.evaluators.lpi.html b/main/api/deepcave.evaluators.lpi.html
index 9b053dcd..4516a3cf 100644
--- a/main/api/deepcave.evaluators.lpi.html
+++ b/main/api/deepcave.evaluators.lpi.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -978,7 +978,7 @@ 
Properties
       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.evaluators.mo_ablation.html b/main/api/deepcave.evaluators.mo_ablation.html
index c2fdfc00..f5e91f29 100644
--- a/main/api/deepcave.evaluators.mo_ablation.html
+++ b/main/api/deepcave.evaluators.mo_ablation.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1072,7 +1072,7 @@ 
Properties
       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.evaluators.mo_fanova.html b/main/api/deepcave.evaluators.mo_fanova.html
index eda26304..73acf763 100644
--- a/main/api/deepcave.evaluators.mo_fanova.html
+++ b/main/api/deepcave.evaluators.mo_fanova.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -963,7 +963,7 @@
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.evaluators.mo_lpi.html b/main/api/deepcave.evaluators.mo_lpi.html
index e55740ee..86af0f95 100644
--- a/main/api/deepcave.evaluators.mo_lpi.html
+++ b/main/api/deepcave.evaluators.mo_lpi.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1005,7 +1005,7 @@ 
Properties
       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.layouts.header.html b/main/api/deepcave.layouts.header.html
index 8dcca515..f4340e69 100644
--- a/main/api/deepcave.layouts.header.html
+++ b/main/api/deepcave.layouts.header.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -933,7 +933,7 @@
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.layouts.html b/main/api/deepcave.layouts.html
index 5a2e1912..b1d9fe1b 100644
--- a/main/api/deepcave.layouts.html
+++ b/main/api/deepcave.layouts.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -926,7 +926,7 @@ 
Properties
       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.layouts.not_found.html b/main/api/deepcave.layouts.not_found.html
index d1dfdd25..1ad9edf2 100644
--- a/main/api/deepcave.layouts.not_found.html
+++ b/main/api/deepcave.layouts.not_found.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -918,7 +918,7 @@ 
Properties
       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.layouts.sidebar.html b/main/api/deepcave.layouts.sidebar.html
index b479f78e..88f8cb19 100644
--- a/main/api/deepcave.layouts.sidebar.html
+++ b/main/api/deepcave.layouts.sidebar.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -942,7 +942,7 @@ 
Properties
       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.budget.html b/main/api/deepcave.plugins.budget.html
index e49a338d..3896b610 100644
--- a/main/api/deepcave.plugins.budget.html
+++ b/main/api/deepcave.plugins.budget.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -875,7 +875,7 @@ 
## Modules
       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.dynamic.html b/main/api/deepcave.plugins.dynamic.html
index e37ce373..88264b0c 100644
--- a/main/api/deepcave.plugins.dynamic.html
+++ b/main/api/deepcave.plugins.dynamic.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -963,7 +963,7 @@ 
Properties
       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.html b/main/api/deepcave.plugins.html
index dd6da676..ba7a9cb9 100644
--- a/main/api/deepcave.plugins.html
+++ b/main/api/deepcave.plugins.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1660,7 +1660,7 @@ 
Properties
       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.hyperparameter.ablation_paths.html b/main/api/deepcave.plugins.hyperparameter.ablation_paths.html
index 64be339f..d2628bc5 100644
--- a/main/api/deepcave.plugins.hyperparameter.ablation_paths.html
+++ b/main/api/deepcave.plugins.hyperparameter.ablation_paths.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1150,7 +1150,7 @@
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.hyperparameter.configuration_cube.html b/main/api/deepcave.plugins.hyperparameter.configuration_cube.html
index 3cb27ccd..06048f2f 100644
--- a/main/api/deepcave.plugins.hyperparameter.configuration_cube.html
+++ b/main/api/deepcave.plugins.hyperparameter.configuration_cube.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1109,7 +1109,7 @@
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.hyperparameter.html b/main/api/deepcave.plugins.hyperparameter.html
index cc467089..a6c5b0c1 100644
--- a/main/api/deepcave.plugins.hyperparameter.html
+++ b/main/api/deepcave.plugins.hyperparameter.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -903,7 +903,7 @@ 
## Modules
       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.hyperparameter.importances.html b/main/api/deepcave.plugins.hyperparameter.importances.html
index 22783296..e552357d 100644
--- a/main/api/deepcave.plugins.hyperparameter.importances.html
+++ b/main/api/deepcave.plugins.hyperparameter.importances.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1152,7 +1152,7 @@
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.hyperparameter.parallel_coordinates.html b/main/api/deepcave.plugins.hyperparameter.parallel_coordinates.html
index 64d73e13..5d71561b 100644
--- a/main/api/deepcave.plugins.hyperparameter.parallel_coordinates.html
+++ b/main/api/deepcave.plugins.hyperparameter.parallel_coordinates.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1107,7 +1107,7 @@
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.hyperparameter.pdp.html b/main/api/deepcave.plugins.hyperparameter.pdp.html
index 3d9013f5..4bd182c7 100644
--- a/main/api/deepcave.plugins.hyperparameter.pdp.html
+++ b/main/api/deepcave.plugins.hyperparameter.pdp.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1155,7 +1155,7 @@
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.hyperparameter.symbolic_explanations.html b/main/api/deepcave.plugins.hyperparameter.symbolic_explanations.html
index 986f9c88..d4682ef4 100644
--- a/main/api/deepcave.plugins.hyperparameter.symbolic_explanations.html
+++ b/main/api/deepcave.plugins.hyperparameter.symbolic_explanations.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1097,7 +1097,7 @@
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.objective.html b/main/api/deepcave.plugins.objective.html
index 12a5293a..880971e2 100644
--- a/main/api/deepcave.plugins.objective.html
+++ b/main/api/deepcave.plugins.objective.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -877,7 +877,7 @@ 
## Modules
       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.static.html b/main/api/deepcave.plugins.static.html
index b95d68ff..647e27a6 100644
--- a/main/api/deepcave.plugins.static.html
+++ b/main/api/deepcave.plugins.static.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -979,7 +979,7 @@ 
Properties
       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.summary.configurations.html b/main/api/deepcave.plugins.summary.configurations.html
index dd985572..3c1203f7 100644
--- a/main/api/deepcave.plugins.summary.configurations.html
+++ b/main/api/deepcave.plugins.summary.configurations.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1112,7 +1112,7 @@
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.summary.footprint.html b/main/api/deepcave.plugins.summary.footprint.html
index 0c49fe9b..2b3d44ae 100644
--- a/main/api/deepcave.plugins.summary.footprint.html
+++ b/main/api/deepcave.plugins.summary.footprint.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1111,7 +1111,7 @@
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.summary.html b/main/api/deepcave.plugins.summary.html
index 4db391d7..be02cc1f 100644
--- a/main/api/deepcave.plugins.summary.html
+++ b/main/api/deepcave.plugins.summary.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -888,7 +888,7 @@ 
## Modules
       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.plugins.summary.overview.html b/main/api/deepcave.plugins.summary.overview.html
index 1162e4cc..c44ddb0f 100644
--- a/main/api/deepcave.plugins.summary.overview.html
+++ b/main/api/deepcave.plugins.summary.overview.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -952,7 +952,7 @@
     
     

       

-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.

 

     

     
diff --git a/main/api/deepcave.runs.converters.amltk.html b/main/api/deepcave.runs.converters.amltk.html
index 363b1c67..34d7173d 100644
--- a/main/api/deepcave.runs.converters.amltk.html
+++ b/main/api/deepcave.runs.converters.amltk.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -825,6 +825,15 @@
      
     
    
+   
  • 
+    
+     
+      
+       AMLTKRun.is_valid_run()
+      
+     
+    
+   
    • 
    
  • 
     
      
@@ -919,6 +928,24 @@ 
    Properties
+
    
+classmethod is_valid_run(path_name)[source]¶
    
+
    Check whether the path name belongs to a valid amltk run.
    
+
    
+
    Parameters:
    
+
    path_name (str) – The path to check.
    
+
    
+
    Returns:
    
+
    True if path is valid run.
+False otherwise.
    
+
    
+
    Return type:
    
+
    bool
    
+
    
+
    
+
    
+
 
    
 
    
 property latest_change: float | int¶
    
@@ -972,7 +999,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    • 
     
diff --git a/main/api/deepcave.runs.converters.bohb.html b/main/api/deepcave.runs.converters.bohb.html
index a55c23e3..5867ea84 100644
--- a/main/api/deepcave.runs.converters.bohb.html
+++ b/main/api/deepcave.runs.converters.bohb.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -825,6 +825,15 @@
      
     
    
+   
  • 
+    
+     
+      
+       BOHBRun.is_valid_run()
+      
+     
+    
+   
    • 
    
  • 
     
      
@@ -917,6 +926,24 @@ 
    Properties
+
    
+classmethod is_valid_run(path_name)[source]¶
    
+
    Check whether the path name belongs to a valid bohb run.
    
+
    
+
    Parameters:
    
+
    path_name (str) – The path to check.
    
+
    
+
    Returns:
    
+
    True if path is valid run.
+False otherwise.
    
+
    
+
    Return type:
    
+
    bool
    
+
    
+
    
+
    
+
 
    
 
    
 property latest_change: float | int¶
    
@@ -970,7 +997,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    • 
     
diff --git a/main/api/deepcave.runs.converters.dataframe.html b/main/api/deepcave.runs.converters.dataframe.html
index 26b7ae73..15108fac 100644
--- a/main/api/deepcave.runs.converters.dataframe.html
+++ b/main/api/deepcave.runs.converters.dataframe.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -825,6 +825,15 @@
      
     
    
+   
  • 
+    
+     
+      
+       DataFrameRun.is_valid_run()
+      
+     
+    
+   
    • 
    
  • 
     
      
@@ -943,6 +952,24 @@ 
    Properties
+
    
+classmethod is_valid_run(path_name)[source]¶
    
+
    Check whether the path name belongs to a valid dataframe run.
    
+
    
+
    Parameters:
    
+
    path_name (str) – The path to check.
    
+
    
+
    Returns:
    
+
    True if path is valid run.
+False otherwise.
    
+
    
+
    Return type:
    
+
    bool
    
+
    
+
    
+
    
+
 
    
 
    
 property latest_change: float | int¶
    
@@ -1043,7 +1070,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    • 
     
diff --git a/main/api/deepcave.runs.converters.deepcave.html b/main/api/deepcave.runs.converters.deepcave.html
index 7e8ad15b..823e4ddb 100644
--- a/main/api/deepcave.runs.converters.deepcave.html
+++ b/main/api/deepcave.runs.converters.deepcave.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -825,6 +825,15 @@
      
     
    
+   
  • 
+    
+     
+      
+       DeepCAVERun.is_valid_run()
+      
+     
+    
+   
    • 
    
  • 
     
      
@@ -916,6 +925,24 @@ 
    Properties
+
    
+classmethod is_valid_run(path_name)[source]¶
    
+
    Check whether the path name belongs to a valid deepcave run.
    
+
    
+
    Parameters:
    
+
    path_name (str) – The path to check.
    
+
    
+
    Returns:
    
+
    True if path is valid run.
+False otherwise.
    
+
    
+
    Return type:
    
+
    bool
    
+
    
+
    
+
    
+
 
    
 
    
 property latest_change: float | int¶
    
@@ -969,7 +996,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    • 
     
diff --git a/main/api/deepcave.runs.converters.html b/main/api/deepcave.runs.converters.html
index 08681732..75eee49a 100644
--- a/main/api/deepcave.runs.converters.html
+++ b/main/api/deepcave.runs.converters.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -909,7 +909,7 @@ 
    ## Modules
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.runs.converters.optuna.html b/main/api/deepcave.runs.converters.optuna.html
index 976b83c9..82bc44f9 100644
--- a/main/api/deepcave.runs.converters.optuna.html
+++ b/main/api/deepcave.runs.converters.optuna.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -825,6 +825,15 @@
      
     
    
+   
  • 
+    
+     
+      
+       OptunaRun.is_valid_run()
+      
+     
+    
+   
    • 
    
  • 
     
      
@@ -919,6 +928,24 @@ 
    Properties
+
    
+classmethod is_valid_run(path_name)[source]¶
    
+
    Check whether the path name belongs to a valid optuna run.
    
+
    
+
    Parameters:
    
+
    path_name (str) – The path to check.
    
+
    
+
    Returns:
    
+
    True if path is valid run.
+False otherwise.
    
+
    
+
    Return type:
    
+
    bool
    
+
    
+
    
+
    
+
 
    
 
    
 property latest_change: float | int¶
    
@@ -972,7 +999,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    • 
     
diff --git a/main/api/deepcave.runs.converters.smac3v1.html b/main/api/deepcave.runs.converters.smac3v1.html
index 8f304d06..1ba82b68 100644
--- a/main/api/deepcave.runs.converters.smac3v1.html
+++ b/main/api/deepcave.runs.converters.smac3v1.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -825,6 +825,15 @@
      
     
    
+   
  • 
+    
+     
+      
+       SMAC3v1Run.is_valid_run()
+      
+     
+    
+   
    • 
    
  • 
     
      
@@ -922,6 +931,24 @@ 
    Properties
+
    
+classmethod is_valid_run(path_name)[source]¶
    
+
    Check whether the path name belongs to a valid smac3v1 run.
    
+
    
+
    Parameters:
    
+
    path_name (str) – The path to check.
    
+
    
+
    Returns:
    
+
    True if path is valid run.
+False otherwise.
    
+
    
+
    Return type:
    
+
    bool
    
+
    
+
    
+
    
+
 
    
 
    
 property latest_change: float | int¶
    
@@ -975,7 +1002,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    • 
     
diff --git a/main/api/deepcave.runs.converters.smac3v2.html b/main/api/deepcave.runs.converters.smac3v2.html
index 18dc3344..38b2ff91 100644
--- a/main/api/deepcave.runs.converters.smac3v2.html
+++ b/main/api/deepcave.runs.converters.smac3v2.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -825,6 +825,15 @@
      
     
    
+   
  • 
+    
+     
+      
+       SMAC3v2Run.is_valid_run()
+      
+     
+    
+   
    • 
    
  • 
     
      
@@ -922,6 +931,24 @@ 
    Properties
+
    
+classmethod is_valid_run(path_name)[source]¶
    
+
    Check whether the path name belongs to a valid smac3v2 run.
    
+
    
+
    Parameters:
    
+
    path_name (str) – The path to check.
    
+
    
+
    Returns:
    
+
    True if path is valid run.
+False otherwise.
    
+
    
+
    Return type:
    
+
    bool
    
+
    
+
    
+
    
+
 
    
 
    
 property latest_change: float | int¶
    
@@ -975,7 +1002,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    • 
     
diff --git a/main/api/deepcave.runs.exceptions.html b/main/api/deepcave.runs.exceptions.html
index 6ebf62a9..3ea45bb3 100644
--- a/main/api/deepcave.runs.exceptions.html
+++ b/main/api/deepcave.runs.exceptions.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -935,7 +935,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.runs.group.html b/main/api/deepcave.runs.group.html
index f4ee3ebb..1f5d0562 100644
--- a/main/api/deepcave.runs.group.html
+++ b/main/api/deepcave.runs.group.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1212,7 +1212,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.runs.handler.html b/main/api/deepcave.runs.handler.html
index ee4b8ec0..dd1c6e49 100644
--- a/main/api/deepcave.runs.handler.html
+++ b/main/api/deepcave.runs.handler.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -897,6 +897,15 @@
      
     
    
+   
  • 
+    
+     
+      
+       RunHandler.is_run()
+      
+     
+    
+   
    • 
    
  • 
     
      
@@ -1194,6 +1203,24 @@ 
    Properties
+
    
+is_run(path_name)[source]¶
    
+
    Check whether the path name belongs to a valid run.
    
+
    
+
    Parameters:
    
+
    path_name (str) – The path to check.
    
+
    
+
    Returns:
    
+
    True if path is valid run.
+False otherwise.
    
+
    
+
    Return type:
    
+
    bool
    
+
    
+
    
+
    
+
 
    
 
    
 remove_run(run_path)[source]¶
    
@@ -1340,7 +1367,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
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diff --git a/main/api/deepcave.runs.html b/main/api/deepcave.runs.html
index 52a10dc3..c8a09f47 100644
--- a/main/api/deepcave.runs.html
+++ b/main/api/deepcave.runs.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -2039,7 +2039,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.runs.objective.html b/main/api/deepcave.runs.objective.html
index f83bfe48..3a4ed8ba 100644
--- a/main/api/deepcave.runs.objective.html
+++ b/main/api/deepcave.runs.objective.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1065,7 +1065,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.runs.recorder.html b/main/api/deepcave.runs.recorder.html
index 58f83819..b99448c7 100644
--- a/main/api/deepcave.runs.recorder.html
+++ b/main/api/deepcave.runs.recorder.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -993,7 +993,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.runs.run.html b/main/api/deepcave.runs.run.html
index 44733992..70ebda93 100644
--- a/main/api/deepcave.runs.run.html
+++ b/main/api/deepcave.runs.run.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -843,6 +843,15 @@
      
     
    
+   
  • 
+    
+     
+      
+       Run.is_valid_run()
+      
+     
+    
+   
    • 
    
  • 
     
      
@@ -1026,6 +1035,24 @@ 
    Properties
+
    
+abstract classmethod is_valid_run(path_name)[source]¶
    
+
    Check whether the path name belongs to a valid run.
    
+
    
+
    Parameters:
    
+
    path_name (str) – The path to check.
    
+
    
+
    Returns:
    
+
    True if path is valid run.
+False otherwise.
    
+
    
+
    Return type:
    
+
    bool
    
+
    
+
    
+
    
+
 
    
 
    
 load(path=None)[source]¶
    
@@ -1115,7 +1142,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
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diff --git a/main/api/deepcave.runs.status.html b/main/api/deepcave.runs.status.html
index 570246e7..0e931b6d 100644
--- a/main/api/deepcave.runs.status.html
+++ b/main/api/deepcave.runs.status.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -933,7 +933,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.runs.trial.html b/main/api/deepcave.runs.trial.html
index ed661e48..4466bc29 100644
--- a/main/api/deepcave.runs.trial.html
+++ b/main/api/deepcave.runs.trial.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -979,7 +979,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.cache.html b/main/api/deepcave.utils.cache.html
index bb11ef85..a61761be 100644
--- a/main/api/deepcave.utils.cache.html
+++ b/main/api/deepcave.utils.cache.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1070,7 +1070,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.cast.html b/main/api/deepcave.utils.cast.html
index e7a4c574..9e41231f 100644
--- a/main/api/deepcave.utils.cast.html
+++ b/main/api/deepcave.utils.cast.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -894,7 +894,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.compression.html b/main/api/deepcave.utils.compression.html
index de84fce8..37554bdc 100644
--- a/main/api/deepcave.utils.compression.html
+++ b/main/api/deepcave.utils.compression.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -990,7 +990,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.configs.html b/main/api/deepcave.utils.configs.html
index d600a779..952209ce 100644
--- a/main/api/deepcave.utils.configs.html
+++ b/main/api/deepcave.utils.configs.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -905,7 +905,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.configspace.html b/main/api/deepcave.utils.configspace.html
index 6acced54..dc313ba3 100644
--- a/main/api/deepcave.utils.configspace.html
+++ b/main/api/deepcave.utils.configspace.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -927,7 +927,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.converters.html b/main/api/deepcave.utils.converters.html
index b23732db..c78b9d5b 100644
--- a/main/api/deepcave.utils.converters.html
+++ b/main/api/deepcave.utils.converters.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -957,7 +957,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.dash.html b/main/api/deepcave.utils.dash.html
index 7db9b429..c4330ac1 100644
--- a/main/api/deepcave.utils.dash.html
+++ b/main/api/deepcave.utils.dash.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -926,7 +926,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.data_structures.html b/main/api/deepcave.utils.data_structures.html
index 6302f31f..f426fee4 100644
--- a/main/api/deepcave.utils.data_structures.html
+++ b/main/api/deepcave.utils.data_structures.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -893,7 +893,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.docs.html b/main/api/deepcave.utils.docs.html
index b1d32f69..8bc2164c 100644
--- a/main/api/deepcave.utils.docs.html
+++ b/main/api/deepcave.utils.docs.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -893,7 +893,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.files.html b/main/api/deepcave.utils.files.html
index b0732f18..894d966f 100644
--- a/main/api/deepcave.utils.files.html
+++ b/main/api/deepcave.utils.files.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -894,7 +894,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.hash.html b/main/api/deepcave.utils.hash.html
index b0c7934d..43b74343 100644
--- a/main/api/deepcave.utils.hash.html
+++ b/main/api/deepcave.utils.hash.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -922,7 +922,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.html b/main/api/deepcave.utils.html
index 88a7c68f..6d619dc8 100644
--- a/main/api/deepcave.utils.html
+++ b/main/api/deepcave.utils.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -967,7 +967,7 @@ 
    ## Modules
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.layout.html b/main/api/deepcave.utils.layout.html
index e8905556..4bd1e604 100644
--- a/main/api/deepcave.utils.layout.html
+++ b/main/api/deepcave.utils.layout.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1106,7 +1106,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.logs.html b/main/api/deepcave.utils.logs.html
index ea2b62a6..2d3af5b4 100644
--- a/main/api/deepcave.utils.logs.html
+++ b/main/api/deepcave.utils.logs.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -893,7 +893,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.multi_objective_importance.html b/main/api/deepcave.utils.multi_objective_importance.html
index be997e25..da2bbe63 100644
--- a/main/api/deepcave.utils.multi_objective_importance.html
+++ b/main/api/deepcave.utils.multi_objective_importance.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -925,7 +925,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.notification.html b/main/api/deepcave.utils.notification.html
index 762859a6..6e1bd2b1 100644
--- a/main/api/deepcave.utils.notification.html
+++ b/main/api/deepcave.utils.notification.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -961,7 +961,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.run_caches.html b/main/api/deepcave.utils.run_caches.html
index 0e3163d2..b80ca94f 100644
--- a/main/api/deepcave.utils.run_caches.html
+++ b/main/api/deepcave.utils.run_caches.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1034,7 +1034,7 @@ 
    Properties
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.styled_plotty.html b/main/api/deepcave.utils.styled_plotty.html
index 08c6b2ae..bf3a7c61 100644
--- a/main/api/deepcave.utils.styled_plotty.html
+++ b/main/api/deepcave.utils.styled_plotty.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1176,7 +1176,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.symbolic_regression.html b/main/api/deepcave.utils.symbolic_regression.html
index 7dcb8500..98ece8f6 100644
--- a/main/api/deepcave.utils.symbolic_regression.html
+++ b/main/api/deepcave.utils.symbolic_regression.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -954,7 +954,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.url.html b/main/api/deepcave.utils.url.html
index 815d21c0..7fea3f0a 100644
--- a/main/api/deepcave.utils.url.html
+++ b/main/api/deepcave.utils.url.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -926,7 +926,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/api/deepcave.utils.util.html b/main/api/deepcave.utils.util.html
index f32aaf8f..1024f47e 100644
--- a/main/api/deepcave.utils.util.html
+++ b/main/api/deepcave.utils.util.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1062,7 +1062,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/converters/amltk.html b/main/converters/amltk.html
index a7579b48..86651353 100644
--- a/main/converters/amltk.html
+++ b/main/converters/amltk.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -887,7 +887,7 @@ 
    AMLTK¶
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/converters/bohb.html b/main/converters/bohb.html
index 67b6a852..a4c548ad 100644
--- a/main/converters/bohb.html
+++ b/main/converters/bohb.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -822,6 +822,12 @@ 
    BOHB¶
    
 
    
 
    
+
    To be able to load it correctly into DeepCAVE, you need to save the configuration space as a ConfigSpace JSON file:
    
+
    
+
    "configspace.json"
+
    
+
    
+
    
 
 
 
@@ -858,7 +864,7 @@ 
    BOHB¶
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/converters/custom_converters.html b/main/converters/custom_converters.html
index 48c89355..a34ddda3 100644
--- a/main/converters/custom_converters.html
+++ b/main/converters/custom_converters.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -819,8 +819,8 @@
   
  
  
  • 
-  
-   Step 4: Document your converter
+  
+   Step 5: Document your converter
   
  
    • 
  
  • 
@@ -864,27 +864,34 @@ 
    Step 1: Create the converter class
    from deepcave.runs.run import Run
+
    from deepcave.runs.run import Run
 
-class MyFirstConverter(Run):
+class MyFirstConverter(Run):
     @property
-    def hash(self) -> str:
+    def hash(self) -> str:
         """
-        Returns a unique hash for the run (e.g., hashing the trial history).
+        Return a unique hash for the run (e.g., hashing the trial history).
         """
         pass
 
     @property
-    def latest_change(self) -> float:
+    def latest_change(self) -> float:
         """
-        Returns the timestamp of the latest change.
+        Return the timestamp of the latest change.
         """
         pass
 
     @classmethod
-    def from_path(cls, path: str) -> 'Run':
+    def from_path(cls, path: str) -> 'Run':
         """
-        Returns a Run object from a given path.
+        Return a Run object from a given path.
+        """
+        pass
+
+    @classmethod
+    def is_valid_run(cls, path: str) -> bool:
+        """
+        Check if the path belongs to a valid run.
         """
         pass
 
    
@@ -909,10 +916,12 @@ 
    Step 3: Implement the methodsRun object from a given path.
 Inside this method, you have to provide a configspace, objectives, and meta data, as well as the
 trials, which have to be added to the newly created run object.
    • 
+
  • is_valid_run: This method should return True if the given path belongs to a valid run. Valid means that the given run
+directory contains all files that are necessary for further processing (e.g. a configspace.json).
    • 
 
 
-
    
-
    Step 4: Document your converter¶
    
+
    
+
    Step 5: Document your converter¶
    
 
    To document your converter,  create a corresponding .rst file under docs/converters and add it to
 the docs/converters/index.rst file.
 Additionally, define a help class variable in my_first_converter.py pointing to your documentation file:
    
@@ -962,7 +971,7 @@ 
    Step 5: Congratulate yourself
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/converters/dataframe.html b/main/converters/dataframe.html
index 92d47f12..079849ce 100644
--- a/main/converters/dataframe.html
+++ b/main/converters/dataframe.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -1029,7 +1029,7 @@ 
    Pandas DataFrame
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/converters/deepcave.html b/main/converters/deepcave.html
index 92c9d7c5..edaa9102 100644
--- a/main/converters/deepcave.html
+++ b/main/converters/deepcave.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -818,6 +818,12 @@
 
    DeepCAVE¶
    
 
    You can incorporate DeepCAVE into your AutoML tool directly to save your results in the native
 DeepCAVE format and then analyze it in DeepCAVE. Please see the Examples on this.
    
+
    To be able to load it correctly into DeepCAVE, your run needs to at least contain a history JSONL file:
    
+
    
+
    "history.jsonl"
+
    
+
    
+
    
 
 
 
@@ -854,7 +860,7 @@ 
    DeepCAVE
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/converters/index.html b/main/converters/index.html
index 3116cf29..9474ab42 100644
--- a/main/converters/index.html
+++ b/main/converters/index.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -908,7 +908,7 @@ 
    Adding a Converter
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/converters/optuna.html b/main/converters/optuna.html
index 71687d95..837cd63c 100644
--- a/main/converters/optuna.html
+++ b/main/converters/optuna.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -820,13 +820,19 @@ 
    Optuna¶
 
      
 
    1. Save the Optuna study object as a Pickle file:
      
-
      import pickle
+
      import pickle
 with open("<path-to-save-study>/optuna_study.pkl", "wb") as f:
     pickle.dump(study, f)
 
      
 
      
 
      Replace <path-to-save-study> with the directory where you want to store the Pickle file.
      
 
      2. 
+
    
+
    
+
    Note
    
+
    There has to be exactly one Pickle file.
    
+
    
+
      
 
    1. Optional: If you want to display the names of your objectives in DeepCAVE, you can set metric names in Optuna using the following command:
      
 
      study.set_metric_names(["Accuracy", "Flops"])
 
      
@@ -883,7 +889,7 @@ 
      Optuna¶
       
      
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
      
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
      
 
      
     
      
     
diff --git a/main/converters/smac.html b/main/converters/smac.html
index 80a55dc2..040e0eef 100644
--- a/main/converters/smac.html
+++ b/main/converters/smac.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -820,6 +820,14 @@ 
      SMAC¶
 
      As Auto-Sklearn and Auto-PyTorch rely on SMAC for hyperparameter optimization, the SMAC
 converter also allows to load runs created with these tools.
      
+
      To be able to load it correctly into DeepCAVE, you need to save the configuration space as a ConfigSpace JSON file,
+as well as the run history:
      
+
      
+
      "configspace.json"
+"runhistory.json"
+
      
+
      
+
      
 
 
 
@@ -856,7 +864,7 @@ 
      SMAC¶
       
      
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
      
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
      
 
      
     
    
     
diff --git a/main/examples/api/ablation_paths.html b/main/examples/api/ablation_paths.html
index 0c6b4eda..f70ba818 100644
--- a/main/examples/api/ablation_paths.html
+++ b/main/examples/api/ablation_paths.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -823,9 +823,9 @@
 
    Ablation Paths¶
    
 
    This example shows how to use the plugin Ablation Paths.
 Note that other plugins use the same interfaces and can be used in the same fashion.
    
-
    from deepcave.plugins.hyperparameter.ablation_paths import AblationPaths
-from deepcave.runs.converters.deepcave import DeepCAVERun
-from pathlib import Path
+
    from deepcave.plugins.hyperparameter.ablation_paths import AblationPaths
+from deepcave.runs.converters.deepcave import DeepCAVERun
+from pathlib import Path
 
 
 if __name__ == "__main__":
@@ -903,7 +903,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/examples/api/importances.html b/main/examples/api/importances.html
index 8151e9e8..36cb4cf3 100644
--- a/main/examples/api/importances.html
+++ b/main/examples/api/importances.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -823,9 +823,9 @@
 
    Importances¶
    
 
    This example shows how to use the plugin Importances.
 Note that other plugins use the same interfaces and can be used in the same fashion.
    
-
    from deepcave.plugins.hyperparameter.importances import Importances
-from deepcave.runs.converters.deepcave import DeepCAVERun
-from pathlib import Path
+
    from deepcave.plugins.hyperparameter.importances import Importances
+from deepcave.runs.converters.deepcave import DeepCAVERun
+from pathlib import Path
 
 
 if __name__ == "__main__":
@@ -902,7 +902,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/examples/api/index.html b/main/examples/api/index.html
index 13b2ca2d..33ec84f7 100644
--- a/main/examples/api/index.html
+++ b/main/examples/api/index.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -868,7 +868,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/examples/api/parallel_coordinates.html b/main/examples/api/parallel_coordinates.html
index eb771891..205fc016 100644
--- a/main/examples/api/parallel_coordinates.html
+++ b/main/examples/api/parallel_coordinates.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -823,9 +823,9 @@
 
    Parallel Coordinates¶
    
 
    This example shows how to use the plugin Parallel Coordinates.
 Note that other plugins use the same interfaces and can be used in the same fashion.
    
-
    from deepcave.plugins.hyperparameter.parallel_coordinates import ParallelCoordinates
-from deepcave.runs.converters.deepcave import DeepCAVERun
-from pathlib import Path
+
    from deepcave.plugins.hyperparameter.parallel_coordinates import ParallelCoordinates
+from deepcave.runs.converters.deepcave import DeepCAVERun
+from pathlib import Path
 
 
 if __name__ == "__main__":
@@ -900,7 +900,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/examples/api/pdp.html b/main/examples/api/pdp.html
index 27f5ae74..8fd90deb 100644
--- a/main/examples/api/pdp.html
+++ b/main/examples/api/pdp.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -823,9 +823,9 @@
 
    Partial Dependencies¶
    
 
    This example shows how to use the plugin Partial Dependencies.
 Note that other plugins use the same interfaces and can be used in the same fashion.
    
-
    from deepcave.plugins.hyperparameter.pdp import PartialDependencies
-from deepcave.runs.converters.deepcave import DeepCAVERun
-from pathlib import Path
+
    from deepcave.plugins.hyperparameter.pdp import PartialDependencies
+from deepcave.runs.converters.deepcave import DeepCAVERun
+from pathlib import Path
 
 
 if __name__ == "__main__":
@@ -899,7 +899,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/examples/api/sg_execution_times.html b/main/examples/api/sg_execution_times.html
index ae54e6e8..758b75f0 100644
--- a/main/examples/api/sg_execution_times.html
+++ b/main/examples/api/sg_execution_times.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -876,7 +876,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/examples/index.html b/main/examples/index.html
index a87693d7..1b07b9ec 100644
--- a/main/examples/index.html
+++ b/main/examples/index.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -915,7 +915,7 @@ 
    Record¶
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/examples/record/digits_sklearn.html b/main/examples/record/digits_sklearn.html
index ca023205..a0cb581a 100644
--- a/main/examples/record/digits_sklearn.html
+++ b/main/examples/record/digits_sklearn.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -823,24 +823,24 @@
 
    Multi-Layer Perceptron via Sklearn¶
    
 
    This more advanced example shows how sklearn can be used to record an optimization
 process in DeepCAVE format.
    
-
    import warnings
+
    import warnings
 
-from sklearn.exceptions import ConvergenceWarning
-from sklearn.neural_network import MLPClassifier
-from sklearn.model_selection import train_test_split
-from ConfigSpace import ConfigurationSpace
-from ConfigSpace.hyperparameters import (
+from sklearn.exceptions import ConvergenceWarning
+from sklearn.neural_network import MLPClassifier
+from sklearn.model_selection import train_test_split
+from ConfigSpace import ConfigurationSpace
+from ConfigSpace.hyperparameters import (
     UniformFloatHyperparameter,
     CategoricalHyperparameter,
     UniformIntegerHyperparameter,
 )
-from deepcave import Recorder, Objective
-from sklearn.datasets import load_digits
+from deepcave import Recorder, Objective
+from sklearn.datasets import load_digits
 
-from deepcave.utils.util import print_progress_bar
+from deepcave.utils.util import print_progress_bar
 
 
-def get_dataset():
+def get_dataset():
     digits = load_digits()
 
     X, y = digits.data, digits.target
@@ -849,7 +849,7 @@
     return X_train, X_test, y_train, y_test
 
 
-def get_configspace(seed):
+def get_configspace(seed):
     configspace = ConfigurationSpace(seed=seed)
     num_neurons_layer1 = UniformIntegerHyperparameter(name="num_neurons_layer1", lower=5, upper=100)
     num_neurons_layer2 = UniformIntegerHyperparameter(name="num_neurons_layer2", lower=5, upper=100)
@@ -874,7 +874,7 @@
     return configspace
 
 
-def progress_bar(iterable, prefix="", suffix="", decimals=1, length=100, fill="â–ˆ", printEnd="\r"):
+def progress_bar(iterable, prefix="", suffix="", decimals=1, length=100, fill="â–ˆ", printEnd="\r"):
     """
     Call in a loop to create terminal progress bar
     @params:
@@ -996,7 +996,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/examples/record/index.html b/main/examples/record/index.html
index 7d3b63d5..b97193d8 100644
--- a/main/examples/record/index.html
+++ b/main/examples/record/index.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -872,7 +872,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/examples/record/minimal.html b/main/examples/record/minimal.html
index a88d5870..0ffdcc22 100644
--- a/main/examples/record/minimal.html
+++ b/main/examples/record/minimal.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -822,9 +822,9 @@
 
    
 
    Record Minimal Run¶
    
 
    This example shows how DeepCAVE can be used to record a minimal run.
    
-
    import numpy as np
-import ConfigSpace as CS
-from deepcave import Recorder, Objective
+
    import numpy as np
+import ConfigSpace as CS
+from deepcave import Recorder, Objective
 
 
 configspace = CS.ConfigurationSpace(seed=0)
@@ -896,7 +896,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/examples/record/mnist_pytorch.html b/main/examples/record/mnist_pytorch.html
index 92f53d0d..393e1f40 100644
--- a/main/examples/record/mnist_pytorch.html
+++ b/main/examples/record/mnist_pytorch.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -823,34 +823,34 @@
 
    Multi-Layer Perceptron via PyTorch¶
    
 
    This more advanced example incorporates multiple objectives, budgets and statuses to
 show the strength of DeepCAVE’s recorder.
    
-
    import os
-import time as t
-import random
-import ConfigSpace as CS
-from ConfigSpace import ConfigurationSpace
-from ConfigSpace.hyperparameters import (
+
    import os
+import time as t
+import random
+import ConfigSpace as CS
+from ConfigSpace import ConfigurationSpace
+from ConfigSpace.hyperparameters import (
     UniformFloatHyperparameter,
     UniformIntegerHyperparameter,
     CategoricalHyperparameter,
 )
-from deepcave import Recorder, Objective
-from deepcave.runs import Status
-import numpy as np
-import torch
-import torch.nn as nn
-import torch.nn.functional as F
-from torch.utils.data import DataLoader, random_split
-import torchvision.transforms as transforms
-from torchmetrics import Accuracy
-from torchvision.datasets import MNIST
-import pytorch_lightning as pl
+from deepcave import Recorder, Objective
+from deepcave.runs import Status
+import numpy as np
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+from torch.utils.data import DataLoader, random_split
+import torchvision.transforms as transforms
+from torchmetrics import Accuracy
+from torchvision.datasets import MNIST
+import pytorch_lightning as pl
 
 
 NUM_WORKERS = 16
 
 
-class MNISTModel(pl.LightningModule):
-    def __init__(self, activation="relu", learning_rate=1e-4, dropout_rate=0.1, batch_size=64):
+class MNISTModel(pl.LightningModule):
+    def __init__(self, activation="relu", learning_rate=1e-4, dropout_rate=0.1, batch_size=64):
         super().__init__()
 
         if activation == "relu":
@@ -879,12 +879,12 @@
 
         self.accuracy = Accuracy(task="multiclass", num_classes=self.num_classes)
 
-    def prepare_data(self):
+    def prepare_data(self):
         # download
         MNIST(self.data_dir, train=True, download=True)
         MNIST(self.data_dir, train=False, download=True)
 
-    def setup(self, stage=None):
+    def setup(self, stage=None):
         # Assign train/val datasets for use in dataloaders
         if stage == "fit" or stage is None:
             mnist_full = MNIST(self.data_dir, train=True, transform=self.transform)
@@ -894,23 +894,23 @@
         if stage == "test" or stage is None:
             self.mnist_test = MNIST(self.data_dir, train=False, transform=self.transform)
 
-    def train_dataloader(self):
+    def train_dataloader(self):
         return DataLoader(self.mnist_train, batch_size=self.batch_size, num_workers=NUM_WORKERS)
 
-    def val_dataloader(self):
+    def val_dataloader(self):
         return DataLoader(self.mnist_val, batch_size=self.batch_size, num_workers=NUM_WORKERS)
 
-    def test_dataloader(self):
+    def test_dataloader(self):
         return DataLoader(self.mnist_test, batch_size=self.batch_size, num_workers=NUM_WORKERS)
 
-    def training_step(self, batch, batch_idx):
+    def training_step(self, batch, batch_idx):
         x, y = batch
         logits = self(x)
         loss = F.nll_loss(logits, y)
 
         return loss
 
-    def validation_step(self, batch, batch_idx):
+    def validation_step(self, batch, batch_idx):
         x, y = batch
         logits = self(x)
         loss = F.nll_loss(logits, y)
@@ -922,16 +922,16 @@
 
         return loss
 
-    def test_step(self, batch, batch_idx):
+    def test_step(self, batch, batch_idx):
         return self.validation_step(batch, batch_idx)
 
-    def configure_optimizers(self):
+    def configure_optimizers(self):
         optimizer = torch.optim.Adam(self.parameters(), lr=self.learning_rate)
         return optimizer
 
 
-class MLP(MNISTModel):
-    def __init__(self, activation, learning_rate, dropout_rate, batch_size, num_neurons=(64, 32)):
+class MLP(MNISTModel):
+    def __init__(self, activation, learning_rate, dropout_rate, batch_size, num_neurons=(64, 32)):
         super().__init__(activation, learning_rate, dropout_rate, batch_size)
 
         self.layers = nn.Sequential(
@@ -945,13 +945,13 @@
             nn.Linear(num_neurons[1], self.num_classes),
         )
 
-    def forward(self, x):
+    def forward(self, x):
         x = self.layers(x)
         return F.log_softmax(x, dim=1)
 
 
-class CNN(MNISTModel):
-    def __init__(self, activation, learning_rate, dropout_rate, batch_size):
+class CNN(MNISTModel):
+    def __init__(self, activation, learning_rate, dropout_rate, batch_size):
         super().__init__(activation, learning_rate, dropout_rate, batch_size)
 
         self.conv1 = nn.Sequential(
@@ -976,7 +976,7 @@
         # fully connected layer, output 10 classes
         self.out = nn.Linear(32 * 7 * 7, self.num_classes)
 
-    def forward(self, x):
+    def forward(self, x):
         x = self.conv1(x)
         x = self.conv2(x)
         x = self.out(x)
@@ -984,7 +984,7 @@
         return F.log_softmax(x, dim=1)
 
 
-def get_configspace(seed):
+def get_configspace(seed):
     configspace = ConfigurationSpace(seed=seed)
 
     model = CategoricalHyperparameter(name="model", choices=["mlp", "cnn"])
@@ -1146,7 +1146,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/examples/record/sg_execution_times.html b/main/examples/record/sg_execution_times.html
index 3317f968..439948a4 100644
--- a/main/examples/record/sg_execution_times.html
+++ b/main/examples/record/sg_execution_times.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -872,7 +872,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/examples/sg_execution_times.html b/main/examples/sg_execution_times.html
index d2024bb5..56db8903 100644
--- a/main/examples/sg_execution_times.html
+++ b/main/examples/sg_execution_times.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -864,7 +864,7 @@
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/faq.html b/main/faq.html
index 9c05623e..a4814b31 100644
--- a/main/faq.html
+++ b/main/faq.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -852,7 +852,7 @@ 
    Frequently Asked Questions
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/genindex.html b/main/genindex.html
index c3f18c01..9ee901bf 100644
--- a/main/genindex.html
+++ b/main/genindex.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -1839,14 +1839,34 @@ 
    I
    
         
  • (deepcave.runs.run.Run property)
 
    • 
       
-  
-  
+  
 
 
@@ -2392,7 +2412,7 @@ 
    W
    
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/getting_started.html b/main/getting_started.html
index 1f5f734b..4bdd6906 100644
--- a/main/getting_started.html
+++ b/main/getting_started.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -906,7 +906,7 @@ 
    More Options
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/glossary.html b/main/glossary.html
index d8623bf9..e514fcb7 100644
--- a/main/glossary.html
+++ b/main/glossary.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -881,7 +881,7 @@ 
    Glossary
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/how_to_contribute.html b/main/how_to_contribute.html
index 802a02ac..f0d02464 100644
--- a/main/how_to_contribute.html
+++ b/main/how_to_contribute.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -935,7 +935,7 @@ 
    How to Contribute
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/index.html b/main/index.html
index 91e7dc85..343bb6b0 100644
--- a/main/index.html
+++ b/main/index.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -966,7 +966,7 @@ 
    Citation
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/installation.html b/main/installation.html
index 297a2077..2ecc36a3 100644
--- a/main/installation.html
+++ b/main/installation.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -869,7 +869,10 @@ 
    Installation
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/objects.inv b/main/objects.inv
index 33abfb05e9de0d3059ad1218f343439149f3f9a2..6fb28dc100359a7e70d278d0c183c83f2387e386 100644
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diff --git a/main/plugins/ablation_paths.html b/main/plugins/ablation_paths.html
index 6d6236c6..c9814cb2 100644
--- a/main/plugins/ablation_paths.html
+++ b/main/plugins/ablation_paths.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -842,7 +842,7 @@ 
    Ablation PathsEfficient Parameter Importance Analysis via Ablation with Surrogates.
    
+Efficient Parameter Importance Analysis via Ablation with Surrogates.
    
 ../_images/ablation_paths.png
 ../_images/ablation_paths2.png
 
    
@@ -920,7 +920,7 @@ 
    Options¶
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/plugins/budget_correlation.html b/main/plugins/budget_correlation.html
index df91b3d5..cce91ae3 100644
--- a/main/plugins/budget_correlation.html
+++ b/main/plugins/budget_correlation.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -913,7 +913,7 @@ 
    Options¶
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/plugins/configuration_cube.html b/main/plugins/configuration_cube.html
index 9d5f8b04..dd940f6a 100644
--- a/main/plugins/configuration_cube.html
+++ b/main/plugins/configuration_cube.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -900,7 +900,7 @@ 
    Options¶
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/plugins/configuration_footprint.html b/main/plugins/configuration_footprint.html
index 59370ed1..7ef6fe4e 100644
--- a/main/plugins/configuration_footprint.html
+++ b/main/plugins/configuration_footprint.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -947,7 +947,7 @@ 
    Options¶
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/plugins/configurations.html b/main/plugins/configurations.html
index 44fc359b..9a3a190c 100644
--- a/main/plugins/configurations.html
+++ b/main/plugins/configurations.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -922,7 +922,7 @@ 
    Code¶
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/plugins/cost_over_time.html b/main/plugins/cost_over_time.html
index b21f07c4..8d32eb57 100644
--- a/main/plugins/cost_over_time.html
+++ b/main/plugins/cost_over_time.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -915,7 +915,7 @@ 
    Options¶
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/plugins/custom_plugins.html b/main/plugins/custom_plugins.html
index 5adc72c7..469dffa0 100644
--- a/main/plugins/custom_plugins.html
+++ b/main/plugins/custom_plugins.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -893,41 +893,41 @@ 
    Step 1: Create the plugin class
    class MyFirstPlugin(PluginType):
+
    class MyFirstPlugin(PluginType):
     id = "my_first_plugin"
     name = "My first plugin"
     icon = "My first plugin icon"
     @staticmethod
-    def get_input_layout(register: Callable) -> List[]:
+    def get_input_layout(register: Callable) -> List[]:
         """
         Define the input block of the plugin.
         """
     @staticmethod
-    def get_filter_layout(register: Callable) -> List[]:
+    def get_filter_layout(register: Callable) -> List[]:
         """
         Define the filter block of the plugin.
         """
 
-    def load_inputs(self) -> Dict[str, Dict[str, Any]]:
+    def load_inputs(self) -> Dict[str, Dict[str, Any]]:
         """
         Load the content for the defined inputs in 'get_input_layout' and 'get_filter_layout'.
         """
-    def load_dependency_inputs(self, run: AbstractRun, previous_inputs: Dict[str, Any], inputs: Dict[str, Any],) -> Dict[str, Any]:
+    def load_dependency_inputs(self, run: AbstractRun, previous_inputs: Dict[str, Any], inputs: Dict[str, Any],) -> Dict[str, Any]:
         """
         Works like 'load_inputs' but called after inputs have changed.
         """
     @staticmethod
-    def process(run: AbstractRun, inputs: Dict[str, Any]) -> Dict[str, Any]:
+    def process(run: AbstractRun, inputs: Dict[str, Any]) -> Dict[str, Any]:
         """
         Process your input data and return raw data to be used in the output layout.
         """
     @staticmethod
-    def get_output_layout(register: Callable):
+    def get_output_layout(register: Callable):
         """
         Define the output block of the plugin.
         """
     @staticmethod
-    def load_outputs(runs, inputs, outputs) -> go.Figure:
+    def load_outputs(runs, inputs, outputs) -> go.Figure:
         """
         Load the raw output data for the plugin and create a figure to be shown in the output block.
         """
@@ -1033,7 +1033,7 @@ 
    Step 7: Congratulate yourself
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/plugins/importances.html b/main/plugins/importances.html
index db96d438..09a7ebd1 100644
--- a/main/plugins/importances.html
+++ b/main/plugins/importances.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -931,7 +931,7 @@ 
    Options¶
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/plugins/index.html b/main/plugins/index.html
index df2f2971..5662d071 100644
--- a/main/plugins/index.html
+++ b/main/plugins/index.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -921,7 +921,7 @@ 
    Adding a Plugin
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/plugins/overview.html b/main/plugins/overview.html
index aafed4aa..dbcd61c5 100644
--- a/main/plugins/overview.html
+++ b/main/plugins/overview.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -951,7 +951,7 @@ 
    Configuration Space
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/plugins/parallel_coordinates.html b/main/plugins/parallel_coordinates.html
index de993315..9a8e15ae 100644
--- a/main/plugins/parallel_coordinates.html
+++ b/main/plugins/parallel_coordinates.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -919,7 +919,7 @@ 
    Options¶
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/plugins/pareto_front.html b/main/plugins/pareto_front.html
index 34321402..6791c8cf 100644
--- a/main/plugins/pareto_front.html
+++ b/main/plugins/pareto_front.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -895,7 +895,7 @@ 
    Options¶
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/plugins/partial_dependencies.html b/main/plugins/partial_dependencies.html
index 7d5a9573..c44ab761 100644
--- a/main/plugins/partial_dependencies.html
+++ b/main/plugins/partial_dependencies.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -899,7 +899,7 @@ 
    Options¶
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/plugins/symbolic_explanations.html b/main/plugins/symbolic_explanations.html
index fa227acb..8a9b8ad3 100644
--- a/main/plugins/symbolic_explanations.html
+++ b/main/plugins/symbolic_explanations.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -898,7 +898,7 @@ 
    Options¶
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/py-modindex.html b/main/py-modindex.html
index b94c55d7..bb98aeb4 100644
--- a/main/py-modindex.html
+++ b/main/py-modindex.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -1194,7 +1194,7 @@ 
    Python Module Index
    
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/redis.html b/main/redis.html
index 3b437259..8beea8cc 100644
--- a/main/redis.html
+++ b/main/redis.html
@@ -22,7 +22,7 @@
       
 
     
-    
+    
     
     
     
@@ -875,7 +875,7 @@ 
    Install Redis Server
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
diff --git a/main/search.html b/main/search.html
index 9205430d..46ce6b6f 100644
--- a/main/search.html
+++ b/main/search.html
@@ -21,7 +21,7 @@
       
 
     
-    
+    
     
     
     
@@ -851,7 +851,7 @@ 
    Search
    
     
     
    
       
    
-    © Copyright Copyright 2024, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
+    © Copyright Copyright 2025, S. Segel and H. Graf and E. Bergman and K. Thieme and L. Fehring and A. Tornede and R. Sass and A. Biedenkapp and F. Hutter and M. Lindauer.
    
 
    
     
    
     
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index 99b66894..d4885079 100644
--- a/main/searchindex.js
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