deploy: cleanlab/cleanlab@894a339

cleanlab · Aug 26, 2024 · 52b892d · 52b892d
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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: 252baa0826240a8e45a2296caaa64e18
+config: 39de6f85625e2e60a9ff0e350ff7a695
 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/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": "2024-08-22T00:52:20.938023Z",
-     "iopub.status.busy": "2024-08-22T00:52:20.937843Z",
-     "iopub.status.idle": "2024-08-22T00:52:22.308543Z",
-     "shell.execute_reply": "2024-08-22T00:52:22.307924Z"
+     "iopub.execute_input": "2024-08-26T15:49:53.786288Z",
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+     "iopub.status.idle": "2024-08-26T15:49:55.058310Z",
+     "shell.execute_reply": "2024-08-26T15:49:55.057679Z"
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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@a1f08833c50191ffb41560e3f18bf70dcb2b576d\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@894a33971fd8cf99254476de4c8b68d2f685b130\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": "2024-08-22T00:52:22.329959Z"
+     "iopub.execute_input": "2024-08-26T15:49:55.061371Z",
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@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-08-22T00:52:22.499745Z"
+     "iopub.execute_input": "2024-08-26T15:49:55.081404Z",
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@@ -305,10 +305,10 @@
    "execution_count": 4,
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-     "iopub.status.idle": "2024-08-22T00:52:22.536605Z",
-     "shell.execute_reply": "2024-08-22T00:52:22.536127Z"
+     "iopub.execute_input": "2024-08-26T15:49:55.313930Z",
+     "iopub.status.busy": "2024-08-26T15:49:55.313329Z",
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+     "shell.execute_reply": "2024-08-26T15:49:55.316909Z"
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-08-22T00:52:22.546904Z"
+     "iopub.execute_input": "2024-08-26T15:49:55.319414Z",
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+     "iopub.status.idle": "2024-08-26T15:49:55.327715Z",
+     "shell.execute_reply": "2024-08-26T15:49:55.327122Z"
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@@ -384,10 +384,10 @@
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-     "iopub.status.idle": "2024-08-22T00:52:22.552464Z",
-     "shell.execute_reply": "2024-08-22T00:52:22.551877Z"
+     "iopub.execute_input": "2024-08-26T15:49:55.329976Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-08-22T00:52:23.092525Z"
+     "iopub.execute_input": "2024-08-26T15:49:55.334498Z",
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+     "shell.execute_reply": "2024-08-26T15:49:55.859123Z"
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-08-22T00:52:25.209415Z",
-     "shell.execute_reply": "2024-08-22T00:52:25.208716Z"
+     "iopub.execute_input": "2024-08-26T15:49:55.862132Z",
+     "iopub.status.busy": "2024-08-26T15:49:55.861942Z",
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@@ -481,10 +481,10 @@
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-     "iopub.status.idle": "2024-08-22T00:52:25.222979Z",
-     "shell.execute_reply": "2024-08-22T00:52:25.222423Z"
+     "iopub.execute_input": "2024-08-26T15:49:57.831725Z",
+     "iopub.status.busy": "2024-08-26T15:49:57.830860Z",
+     "iopub.status.idle": "2024-08-26T15:49:57.841628Z",
+     "shell.execute_reply": "2024-08-26T15:49:57.841073Z"
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    "outputs": [
@@ -605,10 +605,10 @@
    "execution_count": 10,
    "metadata": {
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-     "iopub.execute_input": "2024-08-22T00:52:25.225235Z",
-     "iopub.status.busy": "2024-08-22T00:52:25.225042Z",
-     "iopub.status.idle": "2024-08-22T00:52:25.229726Z",
-     "shell.execute_reply": "2024-08-22T00:52:25.229144Z"
+     "iopub.execute_input": "2024-08-26T15:49:57.843831Z",
+     "iopub.status.busy": "2024-08-26T15:49:57.843444Z",
+     "iopub.status.idle": "2024-08-26T15:49:57.847541Z",
+     "shell.execute_reply": "2024-08-26T15:49:57.846968Z"
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@@ -633,10 +633,10 @@
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-     "iopub.status.busy": "2024-08-22T00:52:25.231646Z",
-     "iopub.status.idle": "2024-08-22T00:52:25.240450Z",
-     "shell.execute_reply": "2024-08-22T00:52:25.240004Z"
+     "iopub.execute_input": "2024-08-26T15:49:57.849507Z",
+     "iopub.status.busy": "2024-08-26T15:49:57.849202Z",
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+     "shell.execute_reply": "2024-08-26T15:49:57.857744Z"
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    "outputs": [],
@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-08-22T00:52:25.356980Z"
+     "iopub.execute_input": "2024-08-26T15:49:57.860454Z",
+     "iopub.status.busy": "2024-08-26T15:49:57.860152Z",
+     "iopub.status.idle": "2024-08-26T15:49:57.972126Z",
+     "shell.execute_reply": "2024-08-26T15:49:57.971546Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-22T00:52:25.359689Z",
-     "iopub.status.busy": "2024-08-22T00:52:25.359492Z",
-     "iopub.status.idle": "2024-08-22T00:52:25.362611Z",
-     "shell.execute_reply": "2024-08-22T00:52:25.362120Z"
+     "iopub.execute_input": "2024-08-26T15:49:57.974328Z",
+     "iopub.status.busy": "2024-08-26T15:49:57.973926Z",
+     "iopub.status.idle": "2024-08-26T15:49:57.976598Z",
+     "shell.execute_reply": "2024-08-26T15:49:57.976151Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-22T00:52:25.364587Z",
-     "iopub.status.busy": "2024-08-22T00:52:25.364398Z",
-     "iopub.status.idle": "2024-08-22T00:52:27.619586Z",
-     "shell.execute_reply": "2024-08-22T00:52:27.618913Z"
+     "iopub.execute_input": "2024-08-26T15:49:57.978573Z",
+     "iopub.status.busy": "2024-08-26T15:49:57.978261Z",
+     "iopub.status.idle": "2024-08-26T15:50:00.065786Z",
+     "shell.execute_reply": "2024-08-26T15:50:00.064976Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-22T00:52:27.622637Z",
-     "iopub.status.busy": "2024-08-22T00:52:27.621998Z",
-     "iopub.status.idle": "2024-08-22T00:52:27.634956Z",
-     "shell.execute_reply": "2024-08-22T00:52:27.634452Z"
+     "iopub.execute_input": "2024-08-26T15:50:00.069072Z",
+     "iopub.status.busy": "2024-08-26T15:50:00.068250Z",
+     "iopub.status.idle": "2024-08-26T15:50:00.079734Z",
+     "shell.execute_reply": "2024-08-26T15:50:00.079177Z"
     }
    },
    "outputs": [
@@ -786,10 +786,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-22T00:52:27.637282Z",
-     "iopub.status.busy": "2024-08-22T00:52:27.636940Z",
-     "iopub.status.idle": "2024-08-22T00:52:27.678076Z",
-     "shell.execute_reply": "2024-08-22T00:52:27.677554Z"
+     "iopub.execute_input": "2024-08-26T15:50:00.081968Z",
+     "iopub.status.busy": "2024-08-26T15:50:00.081512Z",
+     "iopub.status.idle": "2024-08-26T15:50:00.307993Z",
+     "shell.execute_reply": "2024-08-26T15:50:00.307364Z"
     },
     "nbsphinx": "hidden"
    },