deploy: cleanlab/cleanlab@c2fdd17

cleanlab · Dec 26, 2024 · fc1dc47 · fc1dc47
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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: 106a2a1189f010a2180de6863846c2e4
+config: 2d7edb0d3a053227144167f1a2f47034
 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.execute_input": "2024-12-25T19:51:54.086092Z",
-     "iopub.status.busy": "2024-12-25T19:51:54.085677Z",
-     "iopub.status.idle": "2024-12-25T19:51:55.340234Z",
-     "shell.execute_reply": "2024-12-25T19:51:55.339683Z"
+     "iopub.execute_input": "2024-12-26T11:12:51.774391Z",
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+     "iopub.status.idle": "2024-12-26T11:12:53.059439Z",
+     "shell.execute_reply": "2024-12-26T11:12:53.058810Z"
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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@5af8d4082b11c38f8b7570e43c687f5a0d81d2d1\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@c2fdd17545fe60f8a64dc05b58bbc99170dd0d6c\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": "2024-12-25T19:51:55.360241Z"
+     "iopub.execute_input": "2024-12-26T11:12:53.061807Z",
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@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-12-25T19:51:55.540025Z"
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@@ -305,10 +305,10 @@
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-     "iopub.status.idle": "2024-12-25T19:51:55.574736Z",
-     "shell.execute_reply": "2024-12-25T19:51:55.574293Z"
+     "iopub.execute_input": "2024-12-26T11:12:53.275805Z",
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+     "shell.execute_reply": "2024-12-26T11:12:53.278663Z"
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-12-25T19:51:55.583569Z"
+     "iopub.execute_input": "2024-12-26T11:12:53.280811Z",
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+     "iopub.status.idle": "2024-12-26T11:12:53.288458Z",
+     "shell.execute_reply": "2024-12-26T11:12:53.288041Z"
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@@ -384,10 +384,10 @@
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-     "iopub.status.idle": "2024-12-25T19:51:55.587876Z",
-     "shell.execute_reply": "2024-12-25T19:51:55.587423Z"
+     "iopub.execute_input": "2024-12-26T11:12:53.290396Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-12-25T19:51:56.106423Z"
+     "iopub.execute_input": "2024-12-26T11:12:53.294270Z",
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+     "iopub.status.idle": "2024-12-26T11:12:53.806052Z",
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-12-25T19:51:57.944884Z",
-     "shell.execute_reply": "2024-12-25T19:51:57.944214Z"
+     "iopub.execute_input": "2024-12-26T11:12:53.808216Z",
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+     "shell.execute_reply": "2024-12-26T11:12:55.723705Z"
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@@ -481,10 +481,10 @@
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-     "iopub.status.idle": "2024-12-25T19:51:57.956745Z",
-     "shell.execute_reply": "2024-12-25T19:51:57.956289Z"
+     "iopub.execute_input": "2024-12-26T11:12:55.726873Z",
+     "iopub.status.busy": "2024-12-26T11:12:55.726192Z",
+     "iopub.status.idle": "2024-12-26T11:12:55.736620Z",
+     "shell.execute_reply": "2024-12-26T11:12:55.736074Z"
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@@ -605,10 +605,10 @@
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    "metadata": {
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-     "iopub.status.busy": "2024-12-25T19:51:57.958169Z",
-     "iopub.status.idle": "2024-12-25T19:51:57.962158Z",
-     "shell.execute_reply": "2024-12-25T19:51:57.961670Z"
+     "iopub.execute_input": "2024-12-26T11:12:55.738378Z",
+     "iopub.status.busy": "2024-12-26T11:12:55.738117Z",
+     "iopub.status.idle": "2024-12-26T11:12:55.742311Z",
+     "shell.execute_reply": "2024-12-26T11:12:55.741903Z"
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    "outputs": [],
@@ -633,10 +633,10 @@
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-     "iopub.execute_input": "2024-12-25T19:51:57.963726Z",
-     "iopub.status.busy": "2024-12-25T19:51:57.963556Z",
-     "iopub.status.idle": "2024-12-25T19:51:57.971242Z",
-     "shell.execute_reply": "2024-12-25T19:51:57.970787Z"
+     "iopub.execute_input": "2024-12-26T11:12:55.744007Z",
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@@ -658,10 +658,10 @@
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     "execution": {
-     "iopub.execute_input": "2024-12-25T19:51:57.972845Z",
-     "iopub.status.busy": "2024-12-25T19:51:57.972675Z",
-     "iopub.status.idle": "2024-12-25T19:51:58.084662Z",
-     "shell.execute_reply": "2024-12-25T19:51:58.084188Z"
+     "iopub.execute_input": "2024-12-26T11:12:55.752323Z",
+     "iopub.status.busy": "2024-12-26T11:12:55.752051Z",
+     "iopub.status.idle": "2024-12-26T11:12:55.863585Z",
+     "shell.execute_reply": "2024-12-26T11:12:55.863090Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-25T19:51:58.086251Z",
-     "iopub.status.busy": "2024-12-25T19:51:58.086076Z",
-     "iopub.status.idle": "2024-12-25T19:51:58.088808Z",
-     "shell.execute_reply": "2024-12-25T19:51:58.088353Z"
+     "iopub.execute_input": "2024-12-26T11:12:55.865226Z",
+     "iopub.status.busy": "2024-12-26T11:12:55.864891Z",
+     "iopub.status.idle": "2024-12-26T11:12:55.867497Z",
+     "shell.execute_reply": "2024-12-26T11:12:55.867030Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-25T19:51:58.090460Z",
-     "iopub.status.busy": "2024-12-25T19:51:58.090135Z",
-     "iopub.status.idle": "2024-12-25T19:52:00.219716Z",
-     "shell.execute_reply": "2024-12-25T19:52:00.219061Z"
+     "iopub.execute_input": "2024-12-26T11:12:55.869229Z",
+     "iopub.status.busy": "2024-12-26T11:12:55.868908Z",
+     "iopub.status.idle": "2024-12-26T11:12:57.932040Z",
+     "shell.execute_reply": "2024-12-26T11:12:57.931382Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-25T19:52:00.222468Z",
-     "iopub.status.busy": "2024-12-25T19:52:00.221613Z",
-     "iopub.status.idle": "2024-12-25T19:52:00.233318Z",
-     "shell.execute_reply": "2024-12-25T19:52:00.232760Z"
+     "iopub.execute_input": "2024-12-26T11:12:57.934784Z",
+     "iopub.status.busy": "2024-12-26T11:12:57.933935Z",
+     "iopub.status.idle": "2024-12-26T11:12:57.945436Z",
+     "shell.execute_reply": "2024-12-26T11:12:57.944965Z"
     }
    },
    "outputs": [
@@ -786,10 +786,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-25T19:52:00.235276Z",
-     "iopub.status.busy": "2024-12-25T19:52:00.234721Z",
-     "iopub.status.idle": "2024-12-25T19:52:00.370457Z",
-     "shell.execute_reply": "2024-12-25T19:52:00.369861Z"
+     "iopub.execute_input": "2024-12-26T11:12:57.947178Z",
+     "iopub.status.busy": "2024-12-26T11:12:57.946824Z",
+     "iopub.status.idle": "2024-12-26T11:12:57.979945Z",
+     "shell.execute_reply": "2024-12-26T11:12:57.979509Z"
     },
     "nbsphinx": "hidden"
    },