deploy: cleanlab/cleanlab@399938b

cleanlab · Aug 12, 2024 · 40ad117 · 40ad117
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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: 9cb96115664bc677d61bbac03a5c462c
+config: cf640450105409ea8d343a1d7dcfce96
 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/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": {
     "execution": {
-     "iopub.execute_input": "2024-08-08T18:53:00.543675Z",
-     "iopub.status.busy": "2024-08-08T18:53:00.543262Z",
-     "iopub.status.idle": "2024-08-08T18:53:02.024210Z",
-     "shell.execute_reply": "2024-08-08T18:53:02.023643Z"
+     "iopub.execute_input": "2024-08-12T10:31:00.463356Z",
+     "iopub.status.busy": "2024-08-12T10:31:00.462851Z",
+     "iopub.status.idle": "2024-08-12T10:31:02.047524Z",
+     "shell.execute_reply": "2024-08-12T10:31:02.046835Z"
     },
     "nbsphinx": "hidden"
    },
@@ -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@ed1943228cd408bbef2343ae07f897ac0f8c96bd\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@399938be1f46b62c047276c21928e3071ce4ba6d\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": "2024-08-08T18:53:02.045207Z"
+     "iopub.execute_input": "2024-08-12T10:31:02.050367Z",
+     "iopub.status.busy": "2024-08-12T10:31:02.049990Z",
+     "iopub.status.idle": "2024-08-12T10:31:02.069900Z",
+     "shell.execute_reply": "2024-08-12T10:31:02.069290Z"
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    "outputs": [],
@@ -195,10 +195,10 @@
    "execution_count": 3,
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-     "shell.execute_reply": "2024-08-08T18:53:02.259026Z"
+     "iopub.execute_input": "2024-08-12T10:31:02.072544Z",
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    "outputs": [
@@ -305,10 +305,10 @@
    "execution_count": 4,
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-     "iopub.status.idle": "2024-08-08T18:53:02.297700Z",
-     "shell.execute_reply": "2024-08-08T18:53:02.297264Z"
+     "iopub.execute_input": "2024-08-12T10:31:02.334639Z",
+     "iopub.status.busy": "2024-08-12T10:31:02.334107Z",
+     "iopub.status.idle": "2024-08-12T10:31:02.338211Z",
+     "shell.execute_reply": "2024-08-12T10:31:02.337651Z"
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@@ -329,10 +329,10 @@
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-     "iopub.status.busy": "2024-08-08T18:53:02.299487Z",
-     "iopub.status.idle": "2024-08-08T18:53:02.308052Z",
-     "shell.execute_reply": "2024-08-08T18:53:02.307601Z"
+     "iopub.execute_input": "2024-08-12T10:31:02.340501Z",
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+     "iopub.status.idle": "2024-08-12T10:31:02.348891Z",
+     "shell.execute_reply": "2024-08-12T10:31:02.348288Z"
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@@ -384,10 +384,10 @@
    "execution_count": 6,
    "metadata": {
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-     "iopub.status.busy": "2024-08-08T18:53:02.309983Z",
-     "iopub.status.idle": "2024-08-08T18:53:02.312486Z",
-     "shell.execute_reply": "2024-08-08T18:53:02.312044Z"
+     "iopub.execute_input": "2024-08-12T10:31:02.351479Z",
+     "iopub.status.busy": "2024-08-12T10:31:02.351121Z",
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+     "shell.execute_reply": "2024-08-12T10:31:02.353249Z"
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-08-08T18:53:02.833675Z"
+     "iopub.execute_input": "2024-08-12T10:31:02.355946Z",
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+     "iopub.status.idle": "2024-08-12T10:31:02.883586Z",
+     "shell.execute_reply": "2024-08-12T10:31:02.883087Z"
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@@ -446,10 +446,10 @@
    "execution_count": 8,
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-     "iopub.execute_input": "2024-08-08T18:53:02.836846Z",
-     "iopub.status.busy": "2024-08-08T18:53:02.836453Z",
-     "iopub.status.idle": "2024-08-08T18:53:04.867166Z",
-     "shell.execute_reply": "2024-08-08T18:53:04.866464Z"
+     "iopub.execute_input": "2024-08-12T10:31:02.886048Z",
+     "iopub.status.busy": "2024-08-12T10:31:02.885693Z",
+     "iopub.status.idle": "2024-08-12T10:31:05.027547Z",
+     "shell.execute_reply": "2024-08-12T10:31:05.026915Z"
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@@ -481,10 +481,10 @@
    "execution_count": 9,
    "metadata": {
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-     "iopub.status.busy": "2024-08-08T18:53:04.869146Z",
-     "iopub.status.idle": "2024-08-08T18:53:04.879653Z",
-     "shell.execute_reply": "2024-08-08T18:53:04.879122Z"
+     "iopub.execute_input": "2024-08-12T10:31:05.030654Z",
+     "iopub.status.busy": "2024-08-12T10:31:05.029701Z",
+     "iopub.status.idle": "2024-08-12T10:31:05.040437Z",
+     "shell.execute_reply": "2024-08-12T10:31:05.039970Z"
     }
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    "outputs": [
@@ -605,10 +605,10 @@
    "execution_count": 10,
    "metadata": {
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-     "iopub.execute_input": "2024-08-08T18:53:04.881845Z",
-     "iopub.status.busy": "2024-08-08T18:53:04.881386Z",
-     "iopub.status.idle": "2024-08-08T18:53:04.885661Z",
-     "shell.execute_reply": "2024-08-08T18:53:04.885109Z"
+     "iopub.execute_input": "2024-08-12T10:31:05.042737Z",
+     "iopub.status.busy": "2024-08-12T10:31:05.042378Z",
+     "iopub.status.idle": "2024-08-12T10:31:05.046796Z",
+     "shell.execute_reply": "2024-08-12T10:31:05.046322Z"
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    "outputs": [],
@@ -633,10 +633,10 @@
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    "metadata": {
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-     "iopub.execute_input": "2024-08-08T18:53:04.888005Z",
-     "iopub.status.busy": "2024-08-08T18:53:04.887662Z",
-     "iopub.status.idle": "2024-08-08T18:53:04.894381Z",
-     "shell.execute_reply": "2024-08-08T18:53:04.893952Z"
+     "iopub.execute_input": "2024-08-12T10:31:05.048880Z",
+     "iopub.status.busy": "2024-08-12T10:31:05.048557Z",
+     "iopub.status.idle": "2024-08-12T10:31:05.056263Z",
+     "shell.execute_reply": "2024-08-12T10:31:05.055716Z"
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    "outputs": [],
@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-08-08T18:53:05.008556Z"
+     "iopub.execute_input": "2024-08-12T10:31:05.058466Z",
+     "iopub.status.busy": "2024-08-12T10:31:05.058117Z",
+     "iopub.status.idle": "2024-08-12T10:31:05.172389Z",
+     "shell.execute_reply": "2024-08-12T10:31:05.171830Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-08T18:53:05.011216Z",
-     "iopub.status.busy": "2024-08-08T18:53:05.010890Z",
-     "iopub.status.idle": "2024-08-08T18:53:05.013680Z",
-     "shell.execute_reply": "2024-08-08T18:53:05.013228Z"
+     "iopub.execute_input": "2024-08-12T10:31:05.174639Z",
+     "iopub.status.busy": "2024-08-12T10:31:05.174253Z",
+     "iopub.status.idle": "2024-08-12T10:31:05.177235Z",
+     "shell.execute_reply": "2024-08-12T10:31:05.176793Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-08T18:53:05.015527Z",
-     "iopub.status.busy": "2024-08-08T18:53:05.015354Z",
-     "iopub.status.idle": "2024-08-08T18:53:07.128537Z",
-     "shell.execute_reply": "2024-08-08T18:53:07.127880Z"
+     "iopub.execute_input": "2024-08-12T10:31:05.179303Z",
+     "iopub.status.busy": "2024-08-12T10:31:05.178961Z",
+     "iopub.status.idle": "2024-08-12T10:31:07.400050Z",
+     "shell.execute_reply": "2024-08-12T10:31:07.399213Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-08T18:53:07.131691Z",
-     "iopub.status.busy": "2024-08-08T18:53:07.130868Z",
-     "iopub.status.idle": "2024-08-08T18:53:07.142106Z",
-     "shell.execute_reply": "2024-08-08T18:53:07.141539Z"
+     "iopub.execute_input": "2024-08-12T10:31:07.403380Z",
+     "iopub.status.busy": "2024-08-12T10:31:07.402738Z",
+     "iopub.status.idle": "2024-08-12T10:31:07.414900Z",
+     "shell.execute_reply": "2024-08-12T10:31:07.414301Z"
     }
    },
    "outputs": [
@@ -786,10 +786,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-08T18:53:07.144209Z",
-     "iopub.status.busy": "2024-08-08T18:53:07.143893Z",
-     "iopub.status.idle": "2024-08-08T18:53:07.205051Z",
-     "shell.execute_reply": "2024-08-08T18:53:07.204457Z"
+     "iopub.execute_input": "2024-08-12T10:31:07.417422Z",
+     "iopub.status.busy": "2024-08-12T10:31:07.417172Z",
+     "iopub.status.idle": "2024-08-12T10:31:07.521745Z",
+     "shell.execute_reply": "2024-08-12T10:31:07.521237Z"
     },
     "nbsphinx": "hidden"
    },