deploy: cleanlab/cleanlab@71ba4b3

cleanlab · May 14, 2024 · d059ece · d059ece
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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: 3e89f538957cd8928ac4f22855bcdc5e
+config: 57aee00acd7e3fdf0966c78fb1253dde
 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/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 @@
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    "metadata": {
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-     "iopub.status.idle": "2024-05-14T14:34:33.508002Z",
-     "shell.execute_reply": "2024-05-14T14:34:33.507250Z"
+     "iopub.execute_input": "2024-05-14T18:02:47.791993Z",
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+     "iopub.status.idle": "2024-05-14T18:02:48.975006Z",
+     "shell.execute_reply": "2024-05-14T18:02:48.974439Z"
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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@2870e194ce2ed8272aad8625ee2481564d15024d\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@71ba4b32092a40fad3d9d7288215364c35a1582e\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": "2024-05-14T14:34:33.531009Z"
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+     "shell.execute_reply": "2024-05-14T18:02:48.995525Z"
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    "outputs": [],
@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-05-14T14:34:33.725382Z"
+     "iopub.execute_input": "2024-05-14T18:02:48.998240Z",
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@@ -305,10 +305,10 @@
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-     "iopub.status.idle": "2024-05-14T14:34:33.761399Z",
-     "shell.execute_reply": "2024-05-14T14:34:33.760750Z"
+     "iopub.execute_input": "2024-05-14T18:02:49.167378Z",
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+     "shell.execute_reply": "2024-05-14T18:02:49.169973Z"
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-05-14T14:34:33.772171Z"
+     "iopub.execute_input": "2024-05-14T18:02:49.172582Z",
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+     "shell.execute_reply": "2024-05-14T18:02:49.180222Z"
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@@ -384,10 +384,10 @@
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-     "shell.execute_reply": "2024-05-14T14:34:33.777118Z"
+     "iopub.execute_input": "2024-05-14T18:02:49.182645Z",
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@@ -409,10 +409,10 @@
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-     "iopub.status.idle": "2024-05-14T14:34:34.322058Z",
-     "shell.execute_reply": "2024-05-14T14:34:34.321395Z"
+     "iopub.execute_input": "2024-05-14T18:02:49.186812Z",
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+     "shell.execute_reply": "2024-05-14T18:02:49.703584Z"
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-05-14T14:34:36.053146Z",
-     "shell.execute_reply": "2024-05-14T14:34:36.052490Z"
+     "iopub.execute_input": "2024-05-14T18:02:49.706757Z",
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@@ -481,10 +481,10 @@
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-     "iopub.status.idle": "2024-05-14T14:34:36.065955Z",
-     "shell.execute_reply": "2024-05-14T14:34:36.065369Z"
+     "iopub.execute_input": "2024-05-14T18:02:51.368433Z",
+     "iopub.status.busy": "2024-05-14T18:02:51.367666Z",
+     "iopub.status.idle": "2024-05-14T18:02:51.377631Z",
+     "shell.execute_reply": "2024-05-14T18:02:51.377117Z"
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    "outputs": [
@@ -605,10 +605,10 @@
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-     "iopub.status.idle": "2024-05-14T14:34:36.071777Z",
-     "shell.execute_reply": "2024-05-14T14:34:36.071224Z"
+     "iopub.execute_input": "2024-05-14T18:02:51.379828Z",
+     "iopub.status.busy": "2024-05-14T18:02:51.379558Z",
+     "iopub.status.idle": "2024-05-14T18:02:51.383508Z",
+     "shell.execute_reply": "2024-05-14T18:02:51.383046Z"
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    "outputs": [],
@@ -633,10 +633,10 @@
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-     "iopub.status.busy": "2024-05-14T14:34:36.073521Z",
-     "iopub.status.idle": "2024-05-14T14:34:36.080884Z",
-     "shell.execute_reply": "2024-05-14T14:34:36.080419Z"
+     "iopub.execute_input": "2024-05-14T18:02:51.385442Z",
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+     "iopub.status.idle": "2024-05-14T18:02:51.392101Z",
+     "shell.execute_reply": "2024-05-14T18:02:51.391586Z"
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@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-05-14T14:34:36.194288Z"
+     "iopub.execute_input": "2024-05-14T18:02:51.394424Z",
+     "iopub.status.busy": "2024-05-14T18:02:51.393996Z",
+     "iopub.status.idle": "2024-05-14T18:02:51.508633Z",
+     "shell.execute_reply": "2024-05-14T18:02:51.508130Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-14T14:34:36.197054Z",
-     "iopub.status.busy": "2024-05-14T14:34:36.196714Z",
-     "iopub.status.idle": "2024-05-14T14:34:36.199420Z",
-     "shell.execute_reply": "2024-05-14T14:34:36.198991Z"
+     "iopub.execute_input": "2024-05-14T18:02:51.510852Z",
+     "iopub.status.busy": "2024-05-14T18:02:51.510502Z",
+     "iopub.status.idle": "2024-05-14T18:02:51.514018Z",
+     "shell.execute_reply": "2024-05-14T18:02:51.513471Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-14T14:34:36.201442Z",
-     "iopub.status.busy": "2024-05-14T14:34:36.201109Z",
-     "iopub.status.idle": "2024-05-14T14:34:38.194581Z",
-     "shell.execute_reply": "2024-05-14T14:34:38.193929Z"
+     "iopub.execute_input": "2024-05-14T18:02:51.516277Z",
+     "iopub.status.busy": "2024-05-14T18:02:51.515848Z",
+     "iopub.status.idle": "2024-05-14T18:02:53.517465Z",
+     "shell.execute_reply": "2024-05-14T18:02:53.516853Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-14T14:34:38.197653Z",
-     "iopub.status.busy": "2024-05-14T14:34:38.196936Z",
-     "iopub.status.idle": "2024-05-14T14:34:38.208288Z",
-     "shell.execute_reply": "2024-05-14T14:34:38.207815Z"
+     "iopub.execute_input": "2024-05-14T18:02:53.520339Z",
+     "iopub.status.busy": "2024-05-14T18:02:53.519779Z",
+     "iopub.status.idle": "2024-05-14T18:02:53.531554Z",
+     "shell.execute_reply": "2024-05-14T18:02:53.531096Z"
     }
    },
    "outputs": [
@@ -771,10 +771,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-14T14:34:38.210397Z",
-     "iopub.status.busy": "2024-05-14T14:34:38.210001Z",
-     "iopub.status.idle": "2024-05-14T14:34:38.382353Z",
-     "shell.execute_reply": "2024-05-14T14:34:38.381819Z"
+     "iopub.execute_input": "2024-05-14T18:02:53.533460Z",
+     "iopub.status.busy": "2024-05-14T18:02:53.533280Z",
+     "iopub.status.idle": "2024-05-14T18:02:53.579795Z",
+     "shell.execute_reply": "2024-05-14T18:02:53.579315Z"
     },
     "nbsphinx": "hidden"
    },