fixing formatting

src/torchmetrics/functional/multimodal/clip_score.py

@@ -11,7 +11,6 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-import os
 from typing import List, Tuple, Union
 
 import torch

src/torchmetrics/functional/text/bert.py

@@ -12,7 +12,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 import csv
-import os
 import urllib
 from typing import Any, Callable, Dict, List, Optional, Tuple, Union
 from warnings import warn

src/torchmetrics/functional/text/rouge.py

@@ -12,10 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 import re
-import urllib.request
 from collections import Counter
 from typing import Any, Callable, Dict, List, Optional, Sequence, Tuple, Union
-from urllib.request import HTTPError
 
 import torch
 from torch import Tensor, tensor

src/torchmetrics/image/inception.py

@@ -27,8 +27,7 @@
 
 
 class InceptionScore(Metric):
-    r"""Calculate the Inception Score (IS) which is used to access how realistic generated images are. It is
-    defined as.
+    r"""Calculate the Inception Score (IS) which is used to access how realistic generated images are.
 
     .. math::
         IS = exp(\mathbb{E}_x KL(p(y | x ) || p(y)))

src/torchmetrics/image/lpip.py

@@ -11,7 +11,6 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-import os
 from typing import Any, List
 
 import torch

src/torchmetrics/multimodal/clip_score.py

@@ -11,7 +11,6 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-import os
 from typing import Any, List, Union
 
 import torch

src/torchmetrics/text/bert.py

@@ -11,7 +11,6 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-import os
 from typing import Any, Callable, Dict, List, Optional, Union
 from warnings import warn