deploy: cleanlab/cleanlab@13442e2

cleanlab · Apr 24, 2024 · 013a35f · 013a35f
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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: 150d8d8d98f680dccadbe37521eed40e
+config: 0fb5d5a4d599264da2f17503accad8b7
 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": "2024-04-23T16:13:59.795358Z",
-     "iopub.status.busy": "2024-04-23T16:13:59.794957Z",
-     "iopub.status.idle": "2024-04-23T16:14:00.956900Z",
-     "shell.execute_reply": "2024-04-23T16:14:00.956287Z"
+     "iopub.execute_input": "2024-04-24T02:52:36.304504Z",
+     "iopub.status.busy": "2024-04-24T02:52:36.304327Z",
+     "iopub.status.idle": "2024-04-24T02:52:37.463959Z",
+     "shell.execute_reply": "2024-04-24T02:52:37.463394Z"
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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@f493b9953a0109e678e590f4263395ed4fa11d21\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@13442e2ed478235ec4707b33d86d7d6067b2410b\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": "2024-04-23T16:14:00.977648Z"
+     "iopub.execute_input": "2024-04-24T02:52:37.466470Z",
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+     "shell.execute_reply": "2024-04-24T02:52:37.484477Z"
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    "outputs": [],
@@ -195,10 +195,10 @@
    "execution_count": 3,
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-     "shell.execute_reply": "2024-04-23T16:14:01.165039Z"
+     "iopub.execute_input": "2024-04-24T02:52:37.487058Z",
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@@ -305,10 +305,10 @@
    "execution_count": 4,
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-     "iopub.status.busy": "2024-04-23T16:14:01.195524Z",
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-     "shell.execute_reply": "2024-04-23T16:14:01.198588Z"
+     "iopub.execute_input": "2024-04-24T02:52:37.787699Z",
+     "iopub.status.busy": "2024-04-24T02:52:37.787494Z",
+     "iopub.status.idle": "2024-04-24T02:52:37.791547Z",
+     "shell.execute_reply": "2024-04-24T02:52:37.791092Z"
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@@ -329,10 +329,10 @@
    "execution_count": 5,
    "metadata": {
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-     "iopub.status.busy": "2024-04-23T16:14:01.200752Z",
-     "iopub.status.idle": "2024-04-23T16:14:01.208732Z",
-     "shell.execute_reply": "2024-04-23T16:14:01.208314Z"
+     "iopub.execute_input": "2024-04-24T02:52:37.793498Z",
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+     "iopub.status.idle": "2024-04-24T02:52:37.801537Z",
+     "shell.execute_reply": "2024-04-24T02:52:37.801126Z"
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    "outputs": [],
@@ -384,10 +384,10 @@
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-     "iopub.status.idle": "2024-04-23T16:14:01.213084Z",
-     "shell.execute_reply": "2024-04-23T16:14:01.212540Z"
+     "iopub.execute_input": "2024-04-24T02:52:37.803602Z",
+     "iopub.status.busy": "2024-04-24T02:52:37.803276Z",
+     "iopub.status.idle": "2024-04-24T02:52:37.805872Z",
+     "shell.execute_reply": "2024-04-24T02:52:37.805435Z"
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@@ -409,10 +409,10 @@
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    "metadata": {
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-     "shell.execute_reply": "2024-04-23T16:14:01.728598Z"
+     "iopub.execute_input": "2024-04-24T02:52:37.807741Z",
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+     "shell.execute_reply": "2024-04-24T02:52:38.320298Z"
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-04-23T16:14:03.332819Z",
-     "shell.execute_reply": "2024-04-23T16:14:03.332207Z"
+     "iopub.execute_input": "2024-04-24T02:52:38.323204Z",
+     "iopub.status.busy": "2024-04-24T02:52:38.323020Z",
+     "iopub.status.idle": "2024-04-24T02:52:39.936874Z",
+     "shell.execute_reply": "2024-04-24T02:52:39.936265Z"
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@@ -481,10 +481,10 @@
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-     "iopub.status.idle": "2024-04-23T16:14:03.344603Z",
-     "shell.execute_reply": "2024-04-23T16:14:03.344111Z"
+     "iopub.execute_input": "2024-04-24T02:52:39.939529Z",
+     "iopub.status.busy": "2024-04-24T02:52:39.938864Z",
+     "iopub.status.idle": "2024-04-24T02:52:39.948871Z",
+     "shell.execute_reply": "2024-04-24T02:52:39.948372Z"
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    "outputs": [
@@ -605,10 +605,10 @@
    "execution_count": 10,
    "metadata": {
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-     "iopub.execute_input": "2024-04-23T16:14:03.346804Z",
-     "iopub.status.busy": "2024-04-23T16:14:03.346498Z",
-     "iopub.status.idle": "2024-04-23T16:14:03.350398Z",
-     "shell.execute_reply": "2024-04-23T16:14:03.349955Z"
+     "iopub.execute_input": "2024-04-24T02:52:39.950919Z",
+     "iopub.status.busy": "2024-04-24T02:52:39.950602Z",
+     "iopub.status.idle": "2024-04-24T02:52:39.954529Z",
+     "shell.execute_reply": "2024-04-24T02:52:39.954010Z"
     }
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    "outputs": [],
@@ -633,10 +633,10 @@
    "execution_count": 11,
    "metadata": {
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-     "iopub.execute_input": "2024-04-23T16:14:03.352302Z",
-     "iopub.status.busy": "2024-04-23T16:14:03.352043Z",
-     "iopub.status.idle": "2024-04-23T16:14:03.358823Z",
-     "shell.execute_reply": "2024-04-23T16:14:03.358414Z"
+     "iopub.execute_input": "2024-04-24T02:52:39.956588Z",
+     "iopub.status.busy": "2024-04-24T02:52:39.956283Z",
+     "iopub.status.idle": "2024-04-24T02:52:39.963274Z",
+     "shell.execute_reply": "2024-04-24T02:52:39.962736Z"
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    "outputs": [],
@@ -658,10 +658,10 @@
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-     "iopub.status.idle": "2024-04-23T16:14:03.470185Z",
-     "shell.execute_reply": "2024-04-23T16:14:03.469630Z"
+     "iopub.execute_input": "2024-04-24T02:52:39.965140Z",
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+     "shell.execute_reply": "2024-04-24T02:52:40.074435Z"
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@@ -691,10 +691,10 @@
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-     "iopub.execute_input": "2024-04-23T16:14:03.472478Z",
-     "iopub.status.busy": "2024-04-23T16:14:03.472127Z",
-     "iopub.status.idle": "2024-04-23T16:14:03.474856Z",
-     "shell.execute_reply": "2024-04-23T16:14:03.474432Z"
+     "iopub.execute_input": "2024-04-24T02:52:40.077083Z",
+     "iopub.status.busy": "2024-04-24T02:52:40.076746Z",
+     "iopub.status.idle": "2024-04-24T02:52:40.079412Z",
+     "shell.execute_reply": "2024-04-24T02:52:40.078986Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-04-23T16:14:03.476935Z",
-     "iopub.status.busy": "2024-04-23T16:14:03.476632Z",
-     "iopub.status.idle": "2024-04-23T16:14:05.390831Z",
-     "shell.execute_reply": "2024-04-23T16:14:05.390164Z"
+     "iopub.execute_input": "2024-04-24T02:52:40.081420Z",
+     "iopub.status.busy": "2024-04-24T02:52:40.081105Z",
+     "iopub.status.idle": "2024-04-24T02:52:42.029581Z",
+     "shell.execute_reply": "2024-04-24T02:52:42.028854Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-04-23T16:14:05.393825Z",
-     "iopub.status.busy": "2024-04-23T16:14:05.393245Z",
-     "iopub.status.idle": "2024-04-23T16:14:05.404669Z",
-     "shell.execute_reply": "2024-04-23T16:14:05.404197Z"
+     "iopub.execute_input": "2024-04-24T02:52:42.032474Z",
+     "iopub.status.busy": "2024-04-24T02:52:42.031900Z",
+     "iopub.status.idle": "2024-04-24T02:52:42.045335Z",
+     "shell.execute_reply": "2024-04-24T02:52:42.044889Z"
     }
    },
    "outputs": [
@@ -771,10 +771,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-04-23T16:14:05.406775Z",
-     "iopub.status.busy": "2024-04-23T16:14:05.406453Z",
-     "iopub.status.idle": "2024-04-23T16:14:05.467971Z",
-     "shell.execute_reply": "2024-04-23T16:14:05.467428Z"
+     "iopub.execute_input": "2024-04-24T02:52:42.047513Z",
+     "iopub.status.busy": "2024-04-24T02:52:42.047190Z",
+     "iopub.status.idle": "2024-04-24T02:52:42.205649Z",
+     "shell.execute_reply": "2024-04-24T02:52:42.205039Z"
     },
     "nbsphinx": "hidden"
    },