deploy: cleanlab/cleanlab@774f5b4

cleanlab · Jul 30, 2024 · 21f8ecd · 21f8ecd
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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: a4b63b97119581c99ae752dcc55638f1
+config: 59e8199fdccc20214d3ba6bfb97e71d7
 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": "2024-07-18T04:01:36.624070Z",
-     "iopub.status.busy": "2024-07-18T04:01:36.623720Z",
-     "iopub.status.idle": "2024-07-18T04:01:37.842464Z",
-     "shell.execute_reply": "2024-07-18T04:01:37.841899Z"
+     "iopub.execute_input": "2024-07-30T16:31:34.527671Z",
+     "iopub.status.busy": "2024-07-30T16:31:34.527492Z",
+     "iopub.status.idle": "2024-07-30T16:31:36.140632Z",
+     "shell.execute_reply": "2024-07-30T16:31:36.140024Z"
     },
     "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@cebb53dd00e3df7a864b21f23652f08e0654101d\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@774f5b4625f50853a4527b3bf0414f14a7116208\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": "2024-07-18T04:01:37.862447Z"
+     "iopub.execute_input": "2024-07-30T16:31:36.143586Z",
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+     "shell.execute_reply": "2024-07-30T16:31:36.178228Z"
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@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-07-18T04:01:38.091732Z"
+     "iopub.execute_input": "2024-07-30T16:31:36.181589Z",
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@@ -305,10 +305,10 @@
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-     "iopub.status.idle": "2024-07-18T04:01:38.124263Z",
-     "shell.execute_reply": "2024-07-18T04:01:38.123800Z"
+     "iopub.execute_input": "2024-07-30T16:31:36.372204Z",
+     "iopub.status.busy": "2024-07-30T16:31:36.371964Z",
+     "iopub.status.idle": "2024-07-30T16:31:36.377781Z",
+     "shell.execute_reply": "2024-07-30T16:31:36.377262Z"
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-07-18T04:01:38.134029Z"
+     "iopub.execute_input": "2024-07-30T16:31:36.380079Z",
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+     "shell.execute_reply": "2024-07-30T16:31:36.388645Z"
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@@ -384,10 +384,10 @@
    "execution_count": 6,
    "metadata": {
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-     "iopub.execute_input": "2024-07-18T04:01:38.136643Z",
-     "iopub.status.busy": "2024-07-18T04:01:38.136297Z",
-     "iopub.status.idle": "2024-07-18T04:01:38.138802Z",
-     "shell.execute_reply": "2024-07-18T04:01:38.138325Z"
+     "iopub.execute_input": "2024-07-30T16:31:36.391552Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-07-18T04:01:38.659701Z"
+     "iopub.execute_input": "2024-07-30T16:31:36.396451Z",
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+     "shell.execute_reply": "2024-07-30T16:31:36.935844Z"
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-07-18T04:01:40.571765Z",
-     "shell.execute_reply": "2024-07-18T04:01:40.571111Z"
+     "iopub.execute_input": "2024-07-30T16:31:36.939261Z",
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@@ -481,10 +481,10 @@
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-     "iopub.status.idle": "2024-07-18T04:01:40.584210Z",
-     "shell.execute_reply": "2024-07-18T04:01:40.583746Z"
+     "iopub.execute_input": "2024-07-30T16:31:39.273002Z",
+     "iopub.status.busy": "2024-07-30T16:31:39.272142Z",
+     "iopub.status.idle": "2024-07-30T16:31:39.283199Z",
+     "shell.execute_reply": "2024-07-30T16:31:39.282635Z"
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    "outputs": [
@@ -605,10 +605,10 @@
    "execution_count": 10,
    "metadata": {
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-     "iopub.execute_input": "2024-07-18T04:01:40.586373Z",
-     "iopub.status.busy": "2024-07-18T04:01:40.586110Z",
-     "iopub.status.idle": "2024-07-18T04:01:40.590039Z",
-     "shell.execute_reply": "2024-07-18T04:01:40.589558Z"
+     "iopub.execute_input": "2024-07-30T16:31:39.285386Z",
+     "iopub.status.busy": "2024-07-30T16:31:39.285054Z",
+     "iopub.status.idle": "2024-07-30T16:31:39.289139Z",
+     "shell.execute_reply": "2024-07-30T16:31:39.288681Z"
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@@ -633,10 +633,10 @@
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-     "iopub.execute_input": "2024-07-18T04:01:40.592168Z",
-     "iopub.status.busy": "2024-07-18T04:01:40.591831Z",
-     "iopub.status.idle": "2024-07-18T04:01:40.598929Z",
-     "shell.execute_reply": "2024-07-18T04:01:40.598494Z"
+     "iopub.execute_input": "2024-07-30T16:31:39.291246Z",
+     "iopub.status.busy": "2024-07-30T16:31:39.290919Z",
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+     "shell.execute_reply": "2024-07-30T16:31:39.297891Z"
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@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-07-18T04:01:40.711624Z"
+     "iopub.execute_input": "2024-07-30T16:31:39.301188Z",
+     "iopub.status.busy": "2024-07-30T16:31:39.300801Z",
+     "iopub.status.idle": "2024-07-30T16:31:39.419299Z",
+     "shell.execute_reply": "2024-07-30T16:31:39.418728Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-07-18T04:01:40.714154Z",
-     "iopub.status.busy": "2024-07-18T04:01:40.713728Z",
-     "iopub.status.idle": "2024-07-18T04:01:40.716643Z",
-     "shell.execute_reply": "2024-07-18T04:01:40.716066Z"
+     "iopub.execute_input": "2024-07-30T16:31:39.421608Z",
+     "iopub.status.busy": "2024-07-30T16:31:39.421234Z",
+     "iopub.status.idle": "2024-07-30T16:31:39.424361Z",
+     "shell.execute_reply": "2024-07-30T16:31:39.423765Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-07-18T04:01:40.718951Z",
-     "iopub.status.busy": "2024-07-18T04:01:40.718505Z",
-     "iopub.status.idle": "2024-07-18T04:01:42.835910Z",
-     "shell.execute_reply": "2024-07-18T04:01:42.835101Z"
+     "iopub.execute_input": "2024-07-30T16:31:39.426671Z",
+     "iopub.status.busy": "2024-07-30T16:31:39.426252Z",
+     "iopub.status.idle": "2024-07-30T16:31:41.720026Z",
+     "shell.execute_reply": "2024-07-30T16:31:41.719145Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-07-18T04:01:42.839563Z",
-     "iopub.status.busy": "2024-07-18T04:01:42.838450Z",
-     "iopub.status.idle": "2024-07-18T04:01:42.850192Z",
-     "shell.execute_reply": "2024-07-18T04:01:42.849635Z"
+     "iopub.execute_input": "2024-07-30T16:31:41.723999Z",
+     "iopub.status.busy": "2024-07-30T16:31:41.722968Z",
+     "iopub.status.idle": "2024-07-30T16:31:41.736024Z",
+     "shell.execute_reply": "2024-07-30T16:31:41.735553Z"
     }
    },
    "outputs": [
@@ -771,10 +771,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-07-18T04:01:42.852397Z",
-     "iopub.status.busy": "2024-07-18T04:01:42.851948Z",
-     "iopub.status.idle": "2024-07-18T04:01:42.971378Z",
-     "shell.execute_reply": "2024-07-18T04:01:42.970812Z"
+     "iopub.execute_input": "2024-07-30T16:31:41.738164Z",
+     "iopub.status.busy": "2024-07-30T16:31:41.737959Z",
+     "iopub.status.idle": "2024-07-30T16:31:41.800777Z",
+     "shell.execute_reply": "2024-07-30T16:31:41.800288Z"
     },
     "nbsphinx": "hidden"
    },