deploy: cleanlab/cleanlab@381af93

cleanlab · Dec 25, 2024 · c53c257 · c53c257
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diff --git a/master/.buildinfo b/master/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 9e4f7ab33091a972d8427d748dfe5f90
+config: f6d3b1a3091fb194edb0d2b3dfe51ce6
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/master/.doctrees/cleanlab/benchmarking/index.doctree b/master/.doctrees/cleanlab/benchmarking/index.doctree
diff --git a/master/.doctrees/cleanlab/benchmarking/noise_generation.doctree b/master/.doctrees/cleanlab/benchmarking/noise_generation.doctree
diff --git a/master/.doctrees/cleanlab/classification.doctree b/master/.doctrees/cleanlab/classification.doctree
diff --git a/master/.doctrees/cleanlab/count.doctree b/master/.doctrees/cleanlab/count.doctree
diff --git a/master/.doctrees/cleanlab/data_valuation.doctree b/master/.doctrees/cleanlab/data_valuation.doctree
diff --git a/master/.doctrees/cleanlab/datalab/datalab.doctree b/master/.doctrees/cleanlab/datalab/datalab.doctree
diff --git a/master/.doctrees/cleanlab/datalab/guide/_templates/issue_types_tip.doctree b/master/.doctrees/cleanlab/datalab/guide/_templates/issue_types_tip.doctree
diff --git a/master/.doctrees/cleanlab/datalab/guide/custom_issue_manager.doctree b/master/.doctrees/cleanlab/datalab/guide/custom_issue_manager.doctree
diff --git a/master/.doctrees/cleanlab/datalab/guide/generating_cluster_ids.doctree b/master/.doctrees/cleanlab/datalab/guide/generating_cluster_ids.doctree
diff --git a/master/.doctrees/cleanlab/datalab/guide/index.doctree b/master/.doctrees/cleanlab/datalab/guide/index.doctree
diff --git a/master/.doctrees/cleanlab/datalab/guide/issue_type_description.doctree b/master/.doctrees/cleanlab/datalab/guide/issue_type_description.doctree
diff --git a/master/.doctrees/cleanlab/datalab/guide/table.doctree b/master/.doctrees/cleanlab/datalab/guide/table.doctree
diff --git a/master/.doctrees/cleanlab/datalab/index.doctree b/master/.doctrees/cleanlab/datalab/index.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/adapter/imagelab.doctree b/master/.doctrees/cleanlab/datalab/internal/adapter/imagelab.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/adapter/index.doctree b/master/.doctrees/cleanlab/datalab/internal/adapter/index.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/data.doctree b/master/.doctrees/cleanlab/datalab/internal/data.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/data_issues.doctree b/master/.doctrees/cleanlab/datalab/internal/data_issues.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/factory.doctree b/master/.doctrees/cleanlab/datalab/internal/factory.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/index.doctree b/master/.doctrees/cleanlab/datalab/internal/index.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_finder.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_finder.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/_notices/not_registered.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/_notices/not_registered.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/data_valuation.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/data_valuation.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/duplicate.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/duplicate.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/imbalance.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/imbalance.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/index.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/index.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/issue_manager.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/issue_manager.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/label.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/label.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/multilabel/index.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/multilabel/index.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/multilabel/label.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/multilabel/label.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/noniid.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/noniid.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/null.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/null.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/outlier.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/outlier.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/regression/index.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/regression/index.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/regression/label.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/regression/label.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/issue_manager/underperforming_group.doctree b/master/.doctrees/cleanlab/datalab/internal/issue_manager/underperforming_group.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/model_outputs.doctree b/master/.doctrees/cleanlab/datalab/internal/model_outputs.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/report.doctree b/master/.doctrees/cleanlab/datalab/internal/report.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/task.doctree b/master/.doctrees/cleanlab/datalab/internal/task.doctree
diff --git a/master/.doctrees/cleanlab/datalab/optional_dependencies.doctree b/master/.doctrees/cleanlab/datalab/optional_dependencies.doctree
diff --git a/master/.doctrees/cleanlab/dataset.doctree b/master/.doctrees/cleanlab/dataset.doctree
diff --git a/master/.doctrees/cleanlab/experimental/cifar_cnn.doctree b/master/.doctrees/cleanlab/experimental/cifar_cnn.doctree
diff --git a/master/.doctrees/cleanlab/experimental/coteaching.doctree b/master/.doctrees/cleanlab/experimental/coteaching.doctree
diff --git a/master/.doctrees/cleanlab/experimental/index.doctree b/master/.doctrees/cleanlab/experimental/index.doctree
diff --git a/master/.doctrees/cleanlab/experimental/label_issues_batched.doctree b/master/.doctrees/cleanlab/experimental/label_issues_batched.doctree
diff --git a/master/.doctrees/cleanlab/experimental/mnist_pytorch.doctree b/master/.doctrees/cleanlab/experimental/mnist_pytorch.doctree
diff --git a/master/.doctrees/cleanlab/experimental/span_classification.doctree b/master/.doctrees/cleanlab/experimental/span_classification.doctree
diff --git a/master/.doctrees/cleanlab/filter.doctree b/master/.doctrees/cleanlab/filter.doctree
diff --git a/master/.doctrees/cleanlab/internal/index.doctree b/master/.doctrees/cleanlab/internal/index.doctree
diff --git a/master/.doctrees/cleanlab/internal/label_quality_utils.doctree b/master/.doctrees/cleanlab/internal/label_quality_utils.doctree
diff --git a/master/.doctrees/cleanlab/internal/latent_algebra.doctree b/master/.doctrees/cleanlab/internal/latent_algebra.doctree
diff --git a/master/.doctrees/cleanlab/internal/multiannotator_utils.doctree b/master/.doctrees/cleanlab/internal/multiannotator_utils.doctree
diff --git a/master/.doctrees/cleanlab/internal/multilabel_scorer.doctree b/master/.doctrees/cleanlab/internal/multilabel_scorer.doctree
diff --git a/master/.doctrees/cleanlab/internal/multilabel_utils.doctree b/master/.doctrees/cleanlab/internal/multilabel_utils.doctree
diff --git a/master/.doctrees/cleanlab/internal/neighbor/index.doctree b/master/.doctrees/cleanlab/internal/neighbor/index.doctree
diff --git a/master/.doctrees/cleanlab/internal/neighbor/knn_graph.doctree b/master/.doctrees/cleanlab/internal/neighbor/knn_graph.doctree
diff --git a/master/.doctrees/cleanlab/internal/neighbor/metric.doctree b/master/.doctrees/cleanlab/internal/neighbor/metric.doctree
diff --git a/master/.doctrees/cleanlab/internal/neighbor/search.doctree b/master/.doctrees/cleanlab/internal/neighbor/search.doctree
diff --git a/master/.doctrees/cleanlab/internal/outlier.doctree b/master/.doctrees/cleanlab/internal/outlier.doctree
diff --git a/master/.doctrees/cleanlab/internal/token_classification_utils.doctree b/master/.doctrees/cleanlab/internal/token_classification_utils.doctree
diff --git a/master/.doctrees/cleanlab/internal/util.doctree b/master/.doctrees/cleanlab/internal/util.doctree
diff --git a/master/.doctrees/cleanlab/internal/validation.doctree b/master/.doctrees/cleanlab/internal/validation.doctree
diff --git a/master/.doctrees/cleanlab/models/index.doctree b/master/.doctrees/cleanlab/models/index.doctree
diff --git a/master/.doctrees/cleanlab/models/keras.doctree b/master/.doctrees/cleanlab/models/keras.doctree
diff --git a/master/.doctrees/cleanlab/multiannotator.doctree b/master/.doctrees/cleanlab/multiannotator.doctree
diff --git a/master/.doctrees/cleanlab/multilabel_classification/dataset.doctree b/master/.doctrees/cleanlab/multilabel_classification/dataset.doctree
diff --git a/master/.doctrees/cleanlab/multilabel_classification/filter.doctree b/master/.doctrees/cleanlab/multilabel_classification/filter.doctree
diff --git a/master/.doctrees/cleanlab/multilabel_classification/index.doctree b/master/.doctrees/cleanlab/multilabel_classification/index.doctree
diff --git a/master/.doctrees/cleanlab/multilabel_classification/rank.doctree b/master/.doctrees/cleanlab/multilabel_classification/rank.doctree
diff --git a/master/.doctrees/cleanlab/object_detection/filter.doctree b/master/.doctrees/cleanlab/object_detection/filter.doctree
diff --git a/master/.doctrees/cleanlab/object_detection/index.doctree b/master/.doctrees/cleanlab/object_detection/index.doctree
diff --git a/master/.doctrees/cleanlab/object_detection/rank.doctree b/master/.doctrees/cleanlab/object_detection/rank.doctree
diff --git a/master/.doctrees/cleanlab/object_detection/summary.doctree b/master/.doctrees/cleanlab/object_detection/summary.doctree
diff --git a/master/.doctrees/cleanlab/outlier.doctree b/master/.doctrees/cleanlab/outlier.doctree
diff --git a/master/.doctrees/cleanlab/rank.doctree b/master/.doctrees/cleanlab/rank.doctree
diff --git a/master/.doctrees/cleanlab/regression/index.doctree b/master/.doctrees/cleanlab/regression/index.doctree
diff --git a/master/.doctrees/cleanlab/regression/learn.doctree b/master/.doctrees/cleanlab/regression/learn.doctree
diff --git a/master/.doctrees/cleanlab/regression/rank.doctree b/master/.doctrees/cleanlab/regression/rank.doctree
diff --git a/master/.doctrees/cleanlab/segmentation/filter.doctree b/master/.doctrees/cleanlab/segmentation/filter.doctree
diff --git a/master/.doctrees/cleanlab/segmentation/index.doctree b/master/.doctrees/cleanlab/segmentation/index.doctree
diff --git a/master/.doctrees/cleanlab/segmentation/rank.doctree b/master/.doctrees/cleanlab/segmentation/rank.doctree
diff --git a/master/.doctrees/cleanlab/segmentation/summary.doctree b/master/.doctrees/cleanlab/segmentation/summary.doctree
diff --git a/master/.doctrees/cleanlab/token_classification/filter.doctree b/master/.doctrees/cleanlab/token_classification/filter.doctree
diff --git a/master/.doctrees/cleanlab/token_classification/index.doctree b/master/.doctrees/cleanlab/token_classification/index.doctree
diff --git a/master/.doctrees/cleanlab/token_classification/rank.doctree b/master/.doctrees/cleanlab/token_classification/rank.doctree
diff --git a/master/.doctrees/cleanlab/token_classification/summary.doctree b/master/.doctrees/cleanlab/token_classification/summary.doctree
diff --git a/master/.doctrees/environment.pickle b/master/.doctrees/environment.pickle
diff --git a/master/.doctrees/index.doctree b/master/.doctrees/index.doctree
diff --git a/master/.doctrees/migrating/migrate_v2.doctree b/master/.doctrees/migrating/migrate_v2.doctree
diff --git a/master/.doctrees/nbsphinx/tutorials/clean_learning/tabular.ipynb b/master/.doctrees/nbsphinx/tutorials/clean_learning/tabular.ipynb
@@ -113,10 +113,10 @@
    "execution_count": 1,
    "metadata": {
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-     "iopub.status.busy": "2024-12-10T06:33:06.985130Z",
-     "iopub.status.idle": "2024-12-10T06:33:08.293417Z",
-     "shell.execute_reply": "2024-12-10T06:33:08.292838Z"
+     "iopub.execute_input": "2024-12-25T19:36:58.407255Z",
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+     "iopub.status.idle": "2024-12-25T19:36:59.676891Z",
+     "shell.execute_reply": "2024-12-25T19:36:59.676268Z"
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     "nbsphinx": "hidden"
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@@ -126,7 +126,7 @@
     "dependencies = [\"cleanlab\"]\n",
     "\n",
     "if \"google.colab\" in str(get_ipython()):  # Check if it's running in Google Colab\n",
-    "    %pip install git+https://github.com/cleanlab/cleanlab.git@17ed91829929bc8891182ff102884d8c8e40f41a\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@381af9345b7decb8932f7f396855776284a40d42\n",
     "    cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n",
     "    %pip install $cmd\n",
     "else:\n",
@@ -151,10 +151,10 @@
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-     "shell.execute_reply": "2024-12-10T06:33:08.312951Z"
+     "iopub.execute_input": "2024-12-25T19:36:59.679128Z",
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+     "shell.execute_reply": "2024-12-25T19:36:59.696902Z"
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@@ -195,10 +195,10 @@
    "execution_count": 3,
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-     "shell.execute_reply": "2024-12-10T06:33:08.504376Z"
+     "iopub.execute_input": "2024-12-25T19:36:59.699268Z",
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    "outputs": [
@@ -305,10 +305,10 @@
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-     "iopub.status.idle": "2024-12-10T06:33:08.542248Z",
-     "shell.execute_reply": "2024-12-10T06:33:08.541791Z"
+     "iopub.execute_input": "2024-12-25T19:36:59.942407Z",
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+     "shell.execute_reply": "2024-12-25T19:36:59.945284Z"
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@@ -329,10 +329,10 @@
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-     "iopub.status.idle": "2024-12-10T06:33:08.552324Z",
-     "shell.execute_reply": "2024-12-10T06:33:08.551732Z"
+     "iopub.execute_input": "2024-12-25T19:36:59.947482Z",
+     "iopub.status.busy": "2024-12-25T19:36:59.947166Z",
+     "iopub.status.idle": "2024-12-25T19:36:59.955826Z",
+     "shell.execute_reply": "2024-12-25T19:36:59.955386Z"
     }
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    "outputs": [],
@@ -384,10 +384,10 @@
    "execution_count": 6,
    "metadata": {
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-     "iopub.execute_input": "2024-12-10T06:33:08.554304Z",
-     "iopub.status.busy": "2024-12-10T06:33:08.553997Z",
-     "iopub.status.idle": "2024-12-10T06:33:08.556453Z",
-     "shell.execute_reply": "2024-12-10T06:33:08.555977Z"
+     "iopub.execute_input": "2024-12-25T19:36:59.957576Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-12-10T06:33:09.079530Z"
+     "iopub.execute_input": "2024-12-25T19:36:59.961597Z",
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+     "iopub.status.idle": "2024-12-25T19:37:00.482898Z",
+     "shell.execute_reply": "2024-12-25T19:37:00.482360Z"
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@@ -446,10 +446,10 @@
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-     "iopub.status.busy": "2024-12-10T06:33:09.082099Z",
-     "iopub.status.idle": "2024-12-10T06:33:10.992111Z",
-     "shell.execute_reply": "2024-12-10T06:33:10.991453Z"
+     "iopub.execute_input": "2024-12-25T19:37:00.484919Z",
+     "iopub.status.busy": "2024-12-25T19:37:00.484581Z",
+     "iopub.status.idle": "2024-12-25T19:37:02.376298Z",
+     "shell.execute_reply": "2024-12-25T19:37:02.375651Z"
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@@ -481,10 +481,10 @@
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-     "iopub.status.busy": "2024-12-10T06:33:10.993761Z",
-     "iopub.status.idle": "2024-12-10T06:33:11.004333Z",
-     "shell.execute_reply": "2024-12-10T06:33:11.003745Z"
+     "iopub.execute_input": "2024-12-25T19:37:02.378889Z",
+     "iopub.status.busy": "2024-12-25T19:37:02.378036Z",
+     "iopub.status.idle": "2024-12-25T19:37:02.388694Z",
+     "shell.execute_reply": "2024-12-25T19:37:02.388156Z"
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    "outputs": [
@@ -605,10 +605,10 @@
    "execution_count": 10,
    "metadata": {
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-     "iopub.execute_input": "2024-12-10T06:33:11.006451Z",
-     "iopub.status.busy": "2024-12-10T06:33:11.005889Z",
-     "iopub.status.idle": "2024-12-10T06:33:11.009978Z",
-     "shell.execute_reply": "2024-12-10T06:33:11.009521Z"
+     "iopub.execute_input": "2024-12-25T19:37:02.390522Z",
+     "iopub.status.busy": "2024-12-25T19:37:02.390250Z",
+     "iopub.status.idle": "2024-12-25T19:37:02.394407Z",
+     "shell.execute_reply": "2024-12-25T19:37:02.393973Z"
     }
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    "outputs": [],
@@ -633,10 +633,10 @@
    "execution_count": 11,
    "metadata": {
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-     "iopub.execute_input": "2024-12-10T06:33:11.011735Z",
-     "iopub.status.busy": "2024-12-10T06:33:11.011407Z",
-     "iopub.status.idle": "2024-12-10T06:33:11.018704Z",
-     "shell.execute_reply": "2024-12-10T06:33:11.018273Z"
+     "iopub.execute_input": "2024-12-25T19:37:02.396147Z",
+     "iopub.status.busy": "2024-12-25T19:37:02.395821Z",
+     "iopub.status.idle": "2024-12-25T19:37:02.403206Z",
+     "shell.execute_reply": "2024-12-25T19:37:02.402742Z"
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@@ -658,10 +658,10 @@
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-     "iopub.execute_input": "2024-12-10T06:33:11.020563Z",
-     "iopub.status.busy": "2024-12-10T06:33:11.020140Z",
-     "iopub.status.idle": "2024-12-10T06:33:11.133883Z",
-     "shell.execute_reply": "2024-12-10T06:33:11.133363Z"
+     "iopub.execute_input": "2024-12-25T19:37:02.405053Z",
+     "iopub.status.busy": "2024-12-25T19:37:02.404631Z",
+     "iopub.status.idle": "2024-12-25T19:37:02.517809Z",
+     "shell.execute_reply": "2024-12-25T19:37:02.517304Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-10T06:33:11.135546Z",
-     "iopub.status.busy": "2024-12-10T06:33:11.135363Z",
-     "iopub.status.idle": "2024-12-10T06:33:11.138148Z",
-     "shell.execute_reply": "2024-12-10T06:33:11.137704Z"
+     "iopub.execute_input": "2024-12-25T19:37:02.519471Z",
+     "iopub.status.busy": "2024-12-25T19:37:02.519292Z",
+     "iopub.status.idle": "2024-12-25T19:37:02.522223Z",
+     "shell.execute_reply": "2024-12-25T19:37:02.521662Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-10T06:33:11.139674Z",
-     "iopub.status.busy": "2024-12-10T06:33:11.139501Z",
-     "iopub.status.idle": "2024-12-10T06:33:13.246661Z",
-     "shell.execute_reply": "2024-12-10T06:33:13.245994Z"
+     "iopub.execute_input": "2024-12-25T19:37:02.524161Z",
+     "iopub.status.busy": "2024-12-25T19:37:02.523841Z",
+     "iopub.status.idle": "2024-12-25T19:37:04.645715Z",
+     "shell.execute_reply": "2024-12-25T19:37:04.644792Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-10T06:33:13.249483Z",
-     "iopub.status.busy": "2024-12-10T06:33:13.248678Z",
-     "iopub.status.idle": "2024-12-10T06:33:13.260563Z",
-     "shell.execute_reply": "2024-12-10T06:33:13.260095Z"
+     "iopub.execute_input": "2024-12-25T19:37:04.648331Z",
+     "iopub.status.busy": "2024-12-25T19:37:04.647717Z",
+     "iopub.status.idle": "2024-12-25T19:37:04.660144Z",
+     "shell.execute_reply": "2024-12-25T19:37:04.659657Z"
     }
    },
    "outputs": [
@@ -786,10 +786,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-10T06:33:13.262374Z",
-     "iopub.status.busy": "2024-12-10T06:33:13.262028Z",
-     "iopub.status.idle": "2024-12-10T06:33:13.336598Z",
-     "shell.execute_reply": "2024-12-10T06:33:13.336149Z"
+     "iopub.execute_input": "2024-12-25T19:37:04.661956Z",
+     "iopub.status.busy": "2024-12-25T19:37:04.661610Z",
+     "iopub.status.idle": "2024-12-25T19:37:04.700997Z",
+     "shell.execute_reply": "2024-12-25T19:37:04.700556Z"
     },
     "nbsphinx": "hidden"
    },
@@ -827,7 +827,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.10"
+   "version": "3.11.11"
   }
  },
  "nbformat": 4,