deploy: cleanlab/cleanlab@e604611

cleanlab · Jun 25, 2024 · a6e48a0 · a6e48a0
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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: 9f5a70b2a4379d6de889811dc6b36133
+config: f88f7c566ae1cd182e4d434608355dfc
 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/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": "2024-06-25T15:57:29.273547Z",
-     "iopub.status.busy": "2024-06-25T15:57:29.273057Z",
-     "iopub.status.idle": "2024-06-25T15:57:30.518447Z",
-     "shell.execute_reply": "2024-06-25T15:57:30.517893Z"
+     "iopub.execute_input": "2024-06-25T19:31:27.766466Z",
+     "iopub.status.busy": "2024-06-25T19:31:27.766073Z",
+     "iopub.status.idle": "2024-06-25T19:31:28.950995Z",
+     "shell.execute_reply": "2024-06-25T19:31:28.950453Z"
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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@ffdbe77dc641fc9d59d1c6c4f22c78550cc7da49\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@e604611b9bbdc89f91103c8112289faf56854619\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": "2024-06-25T15:57:30.538541Z"
+     "iopub.execute_input": "2024-06-25T19:31:28.953618Z",
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+     "shell.execute_reply": "2024-06-25T19:31:28.970252Z"
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@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-06-25T15:57:30.656649Z"
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@@ -305,10 +305,10 @@
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-     "iopub.status.idle": "2024-06-25T15:57:30.691893Z",
-     "shell.execute_reply": "2024-06-25T15:57:30.691334Z"
+     "iopub.execute_input": "2024-06-25T19:31:29.197486Z",
+     "iopub.status.busy": "2024-06-25T19:31:29.197079Z",
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+     "shell.execute_reply": "2024-06-25T19:31:29.200145Z"
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-06-25T15:57:30.701714Z"
+     "iopub.execute_input": "2024-06-25T19:31:29.202620Z",
+     "iopub.status.busy": "2024-06-25T19:31:29.202441Z",
+     "iopub.status.idle": "2024-06-25T19:31:29.210646Z",
+     "shell.execute_reply": "2024-06-25T19:31:29.210233Z"
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    "outputs": [],
@@ -384,10 +384,10 @@
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-     "iopub.status.idle": "2024-06-25T15:57:30.706562Z",
-     "shell.execute_reply": "2024-06-25T15:57:30.706046Z"
+     "iopub.execute_input": "2024-06-25T19:31:29.212637Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-06-25T15:57:31.235674Z"
+     "iopub.execute_input": "2024-06-25T19:31:29.216761Z",
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+     "shell.execute_reply": "2024-06-25T19:31:29.730952Z"
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-06-25T15:57:33.199688Z",
-     "shell.execute_reply": "2024-06-25T15:57:33.199050Z"
+     "iopub.execute_input": "2024-06-25T19:31:29.733935Z",
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@@ -481,10 +481,10 @@
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-     "iopub.status.idle": "2024-06-25T15:57:33.212398Z",
-     "shell.execute_reply": "2024-06-25T15:57:33.211922Z"
+     "iopub.execute_input": "2024-06-25T19:31:31.554814Z",
+     "iopub.status.busy": "2024-06-25T19:31:31.554296Z",
+     "iopub.status.idle": "2024-06-25T19:31:31.564323Z",
+     "shell.execute_reply": "2024-06-25T19:31:31.563854Z"
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    "outputs": [
@@ -605,10 +605,10 @@
    "execution_count": 10,
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-     "iopub.execute_input": "2024-06-25T15:57:33.214665Z",
-     "iopub.status.busy": "2024-06-25T15:57:33.214259Z",
-     "iopub.status.idle": "2024-06-25T15:57:33.218309Z",
-     "shell.execute_reply": "2024-06-25T15:57:33.217865Z"
+     "iopub.execute_input": "2024-06-25T19:31:31.566389Z",
+     "iopub.status.busy": "2024-06-25T19:31:31.566065Z",
+     "iopub.status.idle": "2024-06-25T19:31:31.570002Z",
+     "shell.execute_reply": "2024-06-25T19:31:31.569569Z"
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@@ -633,10 +633,10 @@
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-     "iopub.status.busy": "2024-06-25T15:57:33.219956Z",
-     "iopub.status.idle": "2024-06-25T15:57:33.227426Z",
-     "shell.execute_reply": "2024-06-25T15:57:33.226966Z"
+     "iopub.execute_input": "2024-06-25T19:31:31.572029Z",
+     "iopub.status.busy": "2024-06-25T19:31:31.571709Z",
+     "iopub.status.idle": "2024-06-25T19:31:31.579030Z",
+     "shell.execute_reply": "2024-06-25T19:31:31.578475Z"
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@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-06-25T15:57:33.341996Z"
+     "iopub.execute_input": "2024-06-25T19:31:31.581187Z",
+     "iopub.status.busy": "2024-06-25T19:31:31.580887Z",
+     "iopub.status.idle": "2024-06-25T19:31:31.691824Z",
+     "shell.execute_reply": "2024-06-25T19:31:31.691204Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-25T15:57:33.344781Z",
-     "iopub.status.busy": "2024-06-25T15:57:33.344414Z",
-     "iopub.status.idle": "2024-06-25T15:57:33.347398Z",
-     "shell.execute_reply": "2024-06-25T15:57:33.346835Z"
+     "iopub.execute_input": "2024-06-25T19:31:31.694170Z",
+     "iopub.status.busy": "2024-06-25T19:31:31.693686Z",
+     "iopub.status.idle": "2024-06-25T19:31:31.696628Z",
+     "shell.execute_reply": "2024-06-25T19:31:31.696102Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-25T15:57:33.349504Z",
-     "iopub.status.busy": "2024-06-25T15:57:33.349196Z",
-     "iopub.status.idle": "2024-06-25T15:57:35.395970Z",
-     "shell.execute_reply": "2024-06-25T15:57:35.395346Z"
+     "iopub.execute_input": "2024-06-25T19:31:31.698847Z",
+     "iopub.status.busy": "2024-06-25T19:31:31.698415Z",
+     "iopub.status.idle": "2024-06-25T19:31:33.679358Z",
+     "shell.execute_reply": "2024-06-25T19:31:33.678623Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-25T15:57:35.399024Z",
-     "iopub.status.busy": "2024-06-25T15:57:35.398268Z",
-     "iopub.status.idle": "2024-06-25T15:57:35.410293Z",
-     "shell.execute_reply": "2024-06-25T15:57:35.409709Z"
+     "iopub.execute_input": "2024-06-25T19:31:33.682516Z",
+     "iopub.status.busy": "2024-06-25T19:31:33.681890Z",
+     "iopub.status.idle": "2024-06-25T19:31:33.693245Z",
+     "shell.execute_reply": "2024-06-25T19:31:33.692694Z"
     }
    },
    "outputs": [
@@ -771,10 +771,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-25T15:57:35.412649Z",
-     "iopub.status.busy": "2024-06-25T15:57:35.412293Z",
-     "iopub.status.idle": "2024-06-25T15:57:35.434146Z",
-     "shell.execute_reply": "2024-06-25T15:57:35.433694Z"
+     "iopub.execute_input": "2024-06-25T19:31:33.695397Z",
+     "iopub.status.busy": "2024-06-25T19:31:33.695096Z",
+     "iopub.status.idle": "2024-06-25T19:31:33.841440Z",
+     "shell.execute_reply": "2024-06-25T19:31:33.840949Z"
     },
     "nbsphinx": "hidden"
    },