deploy: cleanlab/cleanlab@8bc7cc9

cleanlab · Aug 20, 2024 · f9302f7 · f9302f7
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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: 6445ae1d00eb1a3108faa51045e355ef
+config: ce5d9fe96839fc9c29788e3750b71c98
 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": "2024-08-15T19:27:32.175444Z",
-     "iopub.status.busy": "2024-08-15T19:27:32.175099Z",
-     "iopub.status.idle": "2024-08-15T19:27:33.655324Z",
-     "shell.execute_reply": "2024-08-15T19:27:33.654740Z"
+     "iopub.execute_input": "2024-08-20T02:13:14.190249Z",
+     "iopub.status.busy": "2024-08-20T02:13:14.189893Z",
+     "iopub.status.idle": "2024-08-20T02:13:15.741967Z",
+     "shell.execute_reply": "2024-08-20T02:13:15.741315Z"
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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@280db6acac455fd07347f9bd9bb8efec2c960500\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@8bc7cc91f720f852a8b18530ef5dcbc166653031\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": "2024-08-15T19:27:33.676082Z"
+     "iopub.execute_input": "2024-08-20T02:13:15.744709Z",
+     "iopub.status.busy": "2024-08-20T02:13:15.744377Z",
+     "iopub.status.idle": "2024-08-20T02:13:15.765049Z",
+     "shell.execute_reply": "2024-08-20T02:13:15.764575Z"
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    "outputs": [],
@@ -195,10 +195,10 @@
    "execution_count": 3,
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-     "shell.execute_reply": "2024-08-15T19:27:33.872840Z"
+     "iopub.execute_input": "2024-08-20T02:13:15.767526Z",
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@@ -305,10 +305,10 @@
    "execution_count": 4,
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-     "iopub.status.idle": "2024-08-15T19:27:33.906628Z",
-     "shell.execute_reply": "2024-08-15T19:27:33.906168Z"
+     "iopub.execute_input": "2024-08-20T02:13:15.941170Z",
+     "iopub.status.busy": "2024-08-20T02:13:15.940735Z",
+     "iopub.status.idle": "2024-08-20T02:13:15.944576Z",
+     "shell.execute_reply": "2024-08-20T02:13:15.944095Z"
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-08-15T19:27:33.916032Z"
+     "iopub.execute_input": "2024-08-20T02:13:15.946688Z",
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+     "iopub.status.idle": "2024-08-20T02:13:15.954811Z",
+     "shell.execute_reply": "2024-08-20T02:13:15.954360Z"
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@@ -384,10 +384,10 @@
    "execution_count": 6,
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-     "iopub.execute_input": "2024-08-15T19:27:33.918799Z",
-     "iopub.status.busy": "2024-08-15T19:27:33.918620Z",
-     "iopub.status.idle": "2024-08-15T19:27:33.921313Z",
-     "shell.execute_reply": "2024-08-15T19:27:33.920844Z"
+     "iopub.execute_input": "2024-08-20T02:13:15.957011Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-08-15T19:27:34.437032Z"
+     "iopub.execute_input": "2024-08-20T02:13:15.961590Z",
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+     "iopub.status.idle": "2024-08-20T02:13:16.492235Z",
+     "shell.execute_reply": "2024-08-20T02:13:16.491677Z"
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-08-15T19:27:36.488622Z",
-     "shell.execute_reply": "2024-08-15T19:27:36.487989Z"
+     "iopub.execute_input": "2024-08-20T02:13:16.494794Z",
+     "iopub.status.busy": "2024-08-20T02:13:16.494399Z",
+     "iopub.status.idle": "2024-08-20T02:13:18.632020Z",
+     "shell.execute_reply": "2024-08-20T02:13:18.631415Z"
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@@ -481,10 +481,10 @@
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-     "iopub.status.busy": "2024-08-15T19:27:36.490628Z",
-     "iopub.status.idle": "2024-08-15T19:27:36.501144Z",
-     "shell.execute_reply": "2024-08-15T19:27:36.500707Z"
+     "iopub.execute_input": "2024-08-20T02:13:18.634886Z",
+     "iopub.status.busy": "2024-08-20T02:13:18.634055Z",
+     "iopub.status.idle": "2024-08-20T02:13:18.644480Z",
+     "shell.execute_reply": "2024-08-20T02:13:18.643943Z"
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    "outputs": [
@@ -605,10 +605,10 @@
    "execution_count": 10,
    "metadata": {
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-     "iopub.execute_input": "2024-08-15T19:27:36.503355Z",
-     "iopub.status.busy": "2024-08-15T19:27:36.502909Z",
-     "iopub.status.idle": "2024-08-15T19:27:36.506883Z",
-     "shell.execute_reply": "2024-08-15T19:27:36.506329Z"
+     "iopub.execute_input": "2024-08-20T02:13:18.646750Z",
+     "iopub.status.busy": "2024-08-20T02:13:18.646452Z",
+     "iopub.status.idle": "2024-08-20T02:13:18.650757Z",
+     "shell.execute_reply": "2024-08-20T02:13:18.650211Z"
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@@ -633,10 +633,10 @@
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-     "iopub.execute_input": "2024-08-15T19:27:36.508909Z",
-     "iopub.status.busy": "2024-08-15T19:27:36.508598Z",
-     "iopub.status.idle": "2024-08-15T19:27:36.515533Z",
-     "shell.execute_reply": "2024-08-15T19:27:36.515090Z"
+     "iopub.execute_input": "2024-08-20T02:13:18.653087Z",
+     "iopub.status.busy": "2024-08-20T02:13:18.652746Z",
+     "iopub.status.idle": "2024-08-20T02:13:18.659774Z",
+     "shell.execute_reply": "2024-08-20T02:13:18.659338Z"
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@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-08-15T19:27:36.629050Z"
+     "iopub.execute_input": "2024-08-20T02:13:18.661673Z",
+     "iopub.status.busy": "2024-08-20T02:13:18.661496Z",
+     "iopub.status.idle": "2024-08-20T02:13:18.775965Z",
+     "shell.execute_reply": "2024-08-20T02:13:18.775376Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-15T19:27:36.631718Z",
-     "iopub.status.busy": "2024-08-15T19:27:36.631278Z",
-     "iopub.status.idle": "2024-08-15T19:27:36.634138Z",
-     "shell.execute_reply": "2024-08-15T19:27:36.633600Z"
+     "iopub.execute_input": "2024-08-20T02:13:18.778214Z",
+     "iopub.status.busy": "2024-08-20T02:13:18.777806Z",
+     "iopub.status.idle": "2024-08-20T02:13:18.780766Z",
+     "shell.execute_reply": "2024-08-20T02:13:18.780193Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-15T19:27:36.636064Z",
-     "iopub.status.busy": "2024-08-15T19:27:36.635797Z",
-     "iopub.status.idle": "2024-08-15T19:27:38.770424Z",
-     "shell.execute_reply": "2024-08-15T19:27:38.769614Z"
+     "iopub.execute_input": "2024-08-20T02:13:18.782931Z",
+     "iopub.status.busy": "2024-08-20T02:13:18.782591Z",
+     "iopub.status.idle": "2024-08-20T02:13:21.085811Z",
+     "shell.execute_reply": "2024-08-20T02:13:21.085149Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-15T19:27:38.773797Z",
-     "iopub.status.busy": "2024-08-15T19:27:38.772969Z",
-     "iopub.status.idle": "2024-08-15T19:27:38.784753Z",
-     "shell.execute_reply": "2024-08-15T19:27:38.784189Z"
+     "iopub.execute_input": "2024-08-20T02:13:21.088966Z",
+     "iopub.status.busy": "2024-08-20T02:13:21.088109Z",
+     "iopub.status.idle": "2024-08-20T02:13:21.100164Z",
+     "shell.execute_reply": "2024-08-20T02:13:21.099584Z"
     }
    },
    "outputs": [
@@ -786,10 +786,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-15T19:27:38.787133Z",
-     "iopub.status.busy": "2024-08-15T19:27:38.786655Z",
-     "iopub.status.idle": "2024-08-15T19:27:38.842380Z",
-     "shell.execute_reply": "2024-08-15T19:27:38.841820Z"
+     "iopub.execute_input": "2024-08-20T02:13:21.102404Z",
+     "iopub.status.busy": "2024-08-20T02:13:21.102072Z",
+     "iopub.status.idle": "2024-08-20T02:13:21.144817Z",
+     "shell.execute_reply": "2024-08-20T02:13:21.144212Z"
     },
     "nbsphinx": "hidden"
    },