deploy: cleanlab/cleanlab@17ed6fe

cleanlab · Jun 10, 2024 · d21db57 · d21db57
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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: 56537c868c8e0cddbc9f49af78629c68
+config: 7df0be768acb6b752391c8bfe22e1188
 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 @@
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    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-07T11:04:48.197215Z",
-     "iopub.status.busy": "2024-06-07T11:04:48.197042Z",
-     "iopub.status.idle": "2024-06-07T11:04:49.403129Z",
-     "shell.execute_reply": "2024-06-07T11:04:49.402500Z"
+     "iopub.execute_input": "2024-06-10T22:05:52.726746Z",
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+     "iopub.status.idle": "2024-06-10T22:05:54.021525Z",
+     "shell.execute_reply": "2024-06-10T22:05:54.020942Z"
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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@d9f589ee262b28be23bc180eb6e1e81421d2cb68\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@17ed6fea3c4a3cc0eaa90235fa4a53f5a5816442\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": "2024-06-07T11:04:49.441313Z"
+     "iopub.execute_input": "2024-06-10T22:05:54.024204Z",
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+     "shell.execute_reply": "2024-06-10T22:05:54.042726Z"
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@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-06-07T11:04:49.599356Z"
+     "iopub.execute_input": "2024-06-10T22:05:54.046275Z",
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    "outputs": [
@@ -305,10 +305,10 @@
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-     "iopub.status.idle": "2024-06-07T11:04:49.635605Z",
-     "shell.execute_reply": "2024-06-07T11:04:49.635065Z"
+     "iopub.execute_input": "2024-06-10T22:05:54.224551Z",
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-06-07T11:04:49.645410Z"
+     "iopub.execute_input": "2024-06-10T22:05:54.230290Z",
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+     "iopub.status.idle": "2024-06-10T22:05:54.238576Z",
+     "shell.execute_reply": "2024-06-10T22:05:54.238137Z"
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@@ -384,10 +384,10 @@
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-     "iopub.status.idle": "2024-06-07T11:04:49.650485Z",
-     "shell.execute_reply": "2024-06-07T11:04:49.649947Z"
+     "iopub.execute_input": "2024-06-10T22:05:54.240837Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-06-07T11:04:50.182536Z"
+     "iopub.execute_input": "2024-06-10T22:05:54.244989Z",
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@@ -446,10 +446,10 @@
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-     "iopub.status.busy": "2024-06-07T11:04:50.185573Z",
-     "iopub.status.idle": "2024-06-07T11:04:51.865909Z",
-     "shell.execute_reply": "2024-06-07T11:04:51.865214Z"
+     "iopub.execute_input": "2024-06-10T22:05:54.777295Z",
+     "iopub.status.busy": "2024-06-10T22:05:54.777108Z",
+     "iopub.status.idle": "2024-06-10T22:05:56.565037Z",
+     "shell.execute_reply": "2024-06-10T22:05:56.564372Z"
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@@ -481,10 +481,10 @@
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-     "iopub.status.idle": "2024-06-07T11:04:51.878235Z",
-     "shell.execute_reply": "2024-06-07T11:04:51.877708Z"
+     "iopub.execute_input": "2024-06-10T22:05:56.568139Z",
+     "iopub.status.busy": "2024-06-10T22:05:56.567547Z",
+     "iopub.status.idle": "2024-06-10T22:05:56.577959Z",
+     "shell.execute_reply": "2024-06-10T22:05:56.577498Z"
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    "outputs": [
@@ -605,10 +605,10 @@
    "execution_count": 10,
    "metadata": {
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-     "iopub.execute_input": "2024-06-07T11:04:51.880389Z",
-     "iopub.status.busy": "2024-06-07T11:04:51.880011Z",
-     "iopub.status.idle": "2024-06-07T11:04:51.884257Z",
-     "shell.execute_reply": "2024-06-07T11:04:51.883724Z"
+     "iopub.execute_input": "2024-06-10T22:05:56.580073Z",
+     "iopub.status.busy": "2024-06-10T22:05:56.579792Z",
+     "iopub.status.idle": "2024-06-10T22:05:56.584041Z",
+     "shell.execute_reply": "2024-06-10T22:05:56.583595Z"
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@@ -633,10 +633,10 @@
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-     "iopub.status.busy": "2024-06-07T11:04:51.886351Z",
-     "iopub.status.idle": "2024-06-07T11:04:51.894119Z",
-     "shell.execute_reply": "2024-06-07T11:04:51.893674Z"
+     "iopub.execute_input": "2024-06-10T22:05:56.586055Z",
+     "iopub.status.busy": "2024-06-10T22:05:56.585739Z",
+     "iopub.status.idle": "2024-06-10T22:05:56.593028Z",
+     "shell.execute_reply": "2024-06-10T22:05:56.592501Z"
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@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-06-07T11:04:52.016506Z"
+     "iopub.execute_input": "2024-06-10T22:05:56.594910Z",
+     "iopub.status.busy": "2024-06-10T22:05:56.594730Z",
+     "iopub.status.idle": "2024-06-10T22:05:56.707585Z",
+     "shell.execute_reply": "2024-06-10T22:05:56.707100Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-07T11:04:52.019344Z",
-     "iopub.status.busy": "2024-06-07T11:04:52.019014Z",
-     "iopub.status.idle": "2024-06-07T11:04:52.021798Z",
-     "shell.execute_reply": "2024-06-07T11:04:52.021325Z"
+     "iopub.execute_input": "2024-06-10T22:05:56.709580Z",
+     "iopub.status.busy": "2024-06-10T22:05:56.709399Z",
+     "iopub.status.idle": "2024-06-10T22:05:56.712197Z",
+     "shell.execute_reply": "2024-06-10T22:05:56.711748Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-07T11:04:52.023975Z",
-     "iopub.status.busy": "2024-06-07T11:04:52.023656Z",
-     "iopub.status.idle": "2024-06-07T11:04:54.133548Z",
-     "shell.execute_reply": "2024-06-07T11:04:54.132872Z"
+     "iopub.execute_input": "2024-06-10T22:05:56.714237Z",
+     "iopub.status.busy": "2024-06-10T22:05:56.714060Z",
+     "iopub.status.idle": "2024-06-10T22:05:58.802639Z",
+     "shell.execute_reply": "2024-06-10T22:05:58.801967Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-07T11:04:54.136870Z",
-     "iopub.status.busy": "2024-06-07T11:04:54.135991Z",
-     "iopub.status.idle": "2024-06-07T11:04:54.148639Z",
-     "shell.execute_reply": "2024-06-07T11:04:54.148053Z"
+     "iopub.execute_input": "2024-06-10T22:05:58.805930Z",
+     "iopub.status.busy": "2024-06-10T22:05:58.805126Z",
+     "iopub.status.idle": "2024-06-10T22:05:58.817626Z",
+     "shell.execute_reply": "2024-06-10T22:05:58.817104Z"
     }
    },
    "outputs": [
@@ -771,10 +771,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-07T11:04:54.151023Z",
-     "iopub.status.busy": "2024-06-07T11:04:54.150657Z",
-     "iopub.status.idle": "2024-06-07T11:04:54.209272Z",
-     "shell.execute_reply": "2024-06-07T11:04:54.208674Z"
+     "iopub.execute_input": "2024-06-10T22:05:58.820058Z",
+     "iopub.status.busy": "2024-06-10T22:05:58.819586Z",
+     "iopub.status.idle": "2024-06-10T22:05:58.861125Z",
+     "shell.execute_reply": "2024-06-10T22:05:58.860498Z"
     },
     "nbsphinx": "hidden"
    },