deploy: cleanlab/cleanlab@fda3413

cleanlab · May 14, 2024 · aa2658b · aa2658b
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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: 3b0be388852566887f077faa3aac9500
+config: 94f29ca3b9489393c6a539195208ae7d
 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/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/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/fasttext.doctree b/master/.doctrees/cleanlab/models/fasttext.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": "2024-05-05T19:28:14.658619Z",
-     "iopub.status.busy": "2024-05-05T19:28:14.658142Z",
-     "iopub.status.idle": "2024-05-05T19:28:15.813533Z",
-     "shell.execute_reply": "2024-05-05T19:28:15.812915Z"
+     "iopub.execute_input": "2024-05-14T00:23:18.610599Z",
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+     "iopub.status.idle": "2024-05-14T00:23:19.711241Z",
+     "shell.execute_reply": "2024-05-14T00:23:19.710735Z"
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     "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@81af41799508bb0e5f717d1ccbe7c4fe70f2f6e3\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@fda34132759156efea8625a7abca5e473b2b5c6e\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": "2024-05-05T19:28:15.833885Z"
+     "iopub.execute_input": "2024-05-14T00:23:19.713562Z",
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+     "shell.execute_reply": "2024-05-14T00:23:19.730680Z"
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    "outputs": [],
@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-05-05T19:28:15.981804Z"
+     "iopub.execute_input": "2024-05-14T00:23:19.733187Z",
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@@ -305,10 +305,10 @@
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-     "iopub.status.idle": "2024-05-05T19:28:16.016054Z",
-     "shell.execute_reply": "2024-05-05T19:28:16.015627Z"
+     "iopub.execute_input": "2024-05-14T00:23:19.879672Z",
+     "iopub.status.busy": "2024-05-14T00:23:19.879343Z",
+     "iopub.status.idle": "2024-05-14T00:23:19.882515Z",
+     "shell.execute_reply": "2024-05-14T00:23:19.882114Z"
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@@ -329,10 +329,10 @@
    "execution_count": 5,
    "metadata": {
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-     "iopub.status.busy": "2024-05-05T19:28:16.017750Z",
-     "iopub.status.idle": "2024-05-05T19:28:16.026373Z",
-     "shell.execute_reply": "2024-05-05T19:28:16.025947Z"
+     "iopub.execute_input": "2024-05-14T00:23:19.884444Z",
+     "iopub.status.busy": "2024-05-14T00:23:19.884266Z",
+     "iopub.status.idle": "2024-05-14T00:23:19.892435Z",
+     "shell.execute_reply": "2024-05-14T00:23:19.892023Z"
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    "outputs": [],
@@ -384,10 +384,10 @@
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-     "iopub.execute_input": "2024-05-05T19:28:16.028258Z",
-     "iopub.status.busy": "2024-05-05T19:28:16.028088Z",
-     "iopub.status.idle": "2024-05-05T19:28:16.030565Z",
-     "shell.execute_reply": "2024-05-05T19:28:16.030117Z"
+     "iopub.execute_input": "2024-05-14T00:23:19.894349Z",
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    "outputs": [],
@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-05-05T19:28:16.542886Z"
+     "iopub.execute_input": "2024-05-14T00:23:19.898410Z",
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+     "shell.execute_reply": "2024-05-14T00:23:20.373539Z"
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-05-05T19:28:18.121742Z",
-     "shell.execute_reply": "2024-05-05T19:28:18.121105Z"
+     "iopub.execute_input": "2024-05-14T00:23:20.376186Z",
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+     "shell.execute_reply": "2024-05-14T00:23:21.871567Z"
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@@ -481,10 +481,10 @@
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-     "iopub.status.idle": "2024-05-05T19:28:18.133777Z",
-     "shell.execute_reply": "2024-05-05T19:28:18.133255Z"
+     "iopub.execute_input": "2024-05-14T00:23:21.874737Z",
+     "iopub.status.busy": "2024-05-14T00:23:21.874175Z",
+     "iopub.status.idle": "2024-05-14T00:23:21.883739Z",
+     "shell.execute_reply": "2024-05-14T00:23:21.883212Z"
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    "outputs": [
@@ -605,10 +605,10 @@
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-     "iopub.execute_input": "2024-05-05T19:28:18.136192Z",
-     "iopub.status.busy": "2024-05-05T19:28:18.135869Z",
-     "iopub.status.idle": "2024-05-05T19:28:18.139828Z",
-     "shell.execute_reply": "2024-05-05T19:28:18.139361Z"
+     "iopub.execute_input": "2024-05-14T00:23:21.886295Z",
+     "iopub.status.busy": "2024-05-14T00:23:21.885999Z",
+     "iopub.status.idle": "2024-05-14T00:23:21.889735Z",
+     "shell.execute_reply": "2024-05-14T00:23:21.889266Z"
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    "outputs": [],
@@ -633,10 +633,10 @@
    "execution_count": 11,
    "metadata": {
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-     "iopub.execute_input": "2024-05-05T19:28:18.141993Z",
-     "iopub.status.busy": "2024-05-05T19:28:18.141597Z",
-     "iopub.status.idle": "2024-05-05T19:28:18.148683Z",
-     "shell.execute_reply": "2024-05-05T19:28:18.148270Z"
+     "iopub.execute_input": "2024-05-14T00:23:21.891693Z",
+     "iopub.status.busy": "2024-05-14T00:23:21.891427Z",
+     "iopub.status.idle": "2024-05-14T00:23:21.898351Z",
+     "shell.execute_reply": "2024-05-14T00:23:21.897874Z"
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    "outputs": [],
@@ -658,10 +658,10 @@
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-     "iopub.status.idle": "2024-05-05T19:28:18.260531Z",
-     "shell.execute_reply": "2024-05-05T19:28:18.260073Z"
+     "iopub.execute_input": "2024-05-14T00:23:21.900124Z",
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+     "shell.execute_reply": "2024-05-14T00:23:22.003523Z"
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@@ -691,10 +691,10 @@
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-     "iopub.execute_input": "2024-05-05T19:28:18.262492Z",
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-     "iopub.status.idle": "2024-05-05T19:28:18.264828Z",
-     "shell.execute_reply": "2024-05-05T19:28:18.264399Z"
+     "iopub.execute_input": "2024-05-14T00:23:22.005768Z",
+     "iopub.status.busy": "2024-05-14T00:23:22.005600Z",
+     "iopub.status.idle": "2024-05-14T00:23:22.008117Z",
+     "shell.execute_reply": "2024-05-14T00:23:22.007694Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-05T19:28:18.266746Z",
-     "iopub.status.busy": "2024-05-05T19:28:18.266576Z",
-     "iopub.status.idle": "2024-05-05T19:28:20.196814Z",
-     "shell.execute_reply": "2024-05-05T19:28:20.196198Z"
+     "iopub.execute_input": "2024-05-14T00:23:22.009880Z",
+     "iopub.status.busy": "2024-05-14T00:23:22.009707Z",
+     "iopub.status.idle": "2024-05-14T00:23:23.834866Z",
+     "shell.execute_reply": "2024-05-14T00:23:23.834196Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-05T19:28:20.199781Z",
-     "iopub.status.busy": "2024-05-05T19:28:20.199078Z",
-     "iopub.status.idle": "2024-05-05T19:28:20.209944Z",
-     "shell.execute_reply": "2024-05-05T19:28:20.209395Z"
+     "iopub.execute_input": "2024-05-14T00:23:23.837643Z",
+     "iopub.status.busy": "2024-05-14T00:23:23.837135Z",
+     "iopub.status.idle": "2024-05-14T00:23:23.847494Z",
+     "shell.execute_reply": "2024-05-14T00:23:23.847065Z"
     }
    },
    "outputs": [
@@ -771,10 +771,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-05T19:28:20.212113Z",
-     "iopub.status.busy": "2024-05-05T19:28:20.211793Z",
-     "iopub.status.idle": "2024-05-05T19:28:20.261896Z",
-     "shell.execute_reply": "2024-05-05T19:28:20.261481Z"
+     "iopub.execute_input": "2024-05-14T00:23:23.849242Z",
+     "iopub.status.busy": "2024-05-14T00:23:23.849070Z",
+     "iopub.status.idle": "2024-05-14T00:23:23.884706Z",
+     "shell.execute_reply": "2024-05-14T00:23:23.884332Z"
     },
     "nbsphinx": "hidden"
    },