Skip to content

[Feat]: Evidence torch tests SVM classification blueprint #337

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
wants to merge 1 commit into
base: main
Choose a base branch
from
Open

[Feat]: Evidence torch tests SVM classification blueprint #337

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
35 changes: 18 additions & 17 deletions data-science/classification-with-svm/notebooks/register-model.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -46,8 +46,8 @@
"output_type": "stream",
"text": [
"Note: you may need to restart the kernel to use updated packages.\n",
"CPU times: user 3.06 s, sys: 5.56 s, total: 8.63 s\n",
"Wall time: 3.38 s\n"
"CPU times: user 1.8 s, sys: 1.92 s, total: 3.72 s\n",
"Wall time: 2.58 s\n"
]
}
],
Expand Down Expand Up @@ -153,7 +153,7 @@
"name": "stderr",
"output_type": "stream",
"text": [
"2025-09-10 19:19:40 - INFO - Notebook execution started.\n"
"2025-11-14 14:55:34 - INFO - Notebook execution started.\n"
]
}
],
Expand Down Expand Up @@ -384,7 +384,7 @@
"name": "stderr",
"output_type": "stream",
"text": [
"2025-09-10 19:19:41 - INFO - x shape: (150, 4) | y shape: (150,) \n"
"2025-11-14 14:55:34 - INFO - x shape: (150, 4) | y shape: (150,) \n"
]
}
],
Expand Down Expand Up @@ -524,15 +524,16 @@
"name": "stderr",
"output_type": "stream",
"text": [
"2025-09-10 19:19:41 - INFO - Starting the experiment: Iris_Flower_Experiment\n",
"2025-09-10 19:19:41 - INFO - ✅ Demo folder added to artifacts: ../demo\n",
"2025-09-10 19:19:41 - INFO - ✅ Config file added to artifacts: ../configs/config.yaml\n"
"2025/11/14 14:55:34 INFO mlflow.tracking.fluent: Experiment with name 'Iris_Flower_Experiment' does not exist. Creating a new experiment.\n",
"2025-11-14 14:55:34 - INFO - Starting the experiment: Iris_Flower_Experiment\n",
"2025-11-14 14:55:34 - INFO - ✅ Demo folder added to artifacts: ../demo\n",
"2025-11-14 14:55:34 - INFO - ✅ Config file added to artifacts: ../configs/config.yaml\n"
]
},
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "ff5213373e604e0e9ceb929b66060f3e",
"model_id": "336471bfbe0446fc817094b666aea789",
"version_major": 2,
"version_minor": 0
},
Expand All @@ -546,7 +547,7 @@
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "9a6b4ed80d934bafbbd4ef1aa58cae40",
"model_id": "c3f08b966bce4e9692d5d16ea8c51f88",
"version_major": 2,
"version_minor": 0
},
Expand All @@ -561,9 +562,9 @@
"name": "stderr",
"output_type": "stream",
"text": [
"Registered model 'Iris_Flower_Model' already exists. Creating a new version of this model...\n",
"Created version '2' of model 'Iris_Flower_Model'.\n",
"2025-09-10 19:19:43 - INFO - Registered the model: Iris_Flower_Model\n"
"Successfully registered model 'Iris_Flower_Model'.\n",
"Created version '1' of model 'Iris_Flower_Model'.\n",
"2025-11-14 14:55:35 - INFO - Registered the model: Iris_Flower_Model\n"
]
}
],
Expand Down Expand Up @@ -604,8 +605,8 @@
"name": "stderr",
"output_type": "stream",
"text": [
"2025-09-10 19:19:44 - INFO - Latest Model Version: 2\n",
"2025-09-10 19:19:44 - INFO - Model Signature: inputs: \n",
"2025-11-14 14:55:35 - INFO - Latest Model Version: 1\n",
"2025-11-14 14:55:35 - INFO - Model Signature: inputs: \n",
" ['sepal-length': double (required), 'sepal-width': double (required), 'petal-length': double (required), 'petal-width': double (required)]\n",
"outputs: \n",
" ['class': string (required)]\n",
Expand Down Expand Up @@ -647,7 +648,7 @@
"name": "stderr",
"output_type": "stream",
"text": [
"2025-09-10 19:19:44 - INFO - ['Iris-setosa']\n"
"2025-11-14 14:55:35 - INFO - ['Iris-setosa']\n"
]
}
],
Expand All @@ -673,8 +674,8 @@
"name": "stderr",
"output_type": "stream",
"text": [
"2025-09-10 19:19:44 - INFO - Total execution time: 0m 3.45s\n",
"2025-09-10 19:19:44 - INFO - Notebook execution completed successfully.\n"
"2025-11-14 14:55:35 - INFO - Total execution time: 0m 1.24s\n",
"2025-11-14 14:55:35 - INFO - Notebook execution completed successfully.\n"
]
}
],
Expand Down
Loading
Loading