deploy: cleanlab/cleanlab@7a801c5

cleanlab · Jul 1, 2024 · 4c8da72 · 4c8da72
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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: 79a0ee5757b393a76301f094f1add0ae
+config: 1765f9fb54b06ed20817275083d0b26b
 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,
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-     "iopub.status.busy": "2024-06-28T15:32:00.381248Z",
-     "iopub.status.idle": "2024-06-28T15:32:01.681791Z",
-     "shell.execute_reply": "2024-06-28T15:32:01.681244Z"
+     "iopub.execute_input": "2024-07-01T15:01:38.704463Z",
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+     "iopub.status.idle": "2024-07-01T15:01:39.968773Z",
+     "shell.execute_reply": "2024-07-01T15:01:39.968140Z"
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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@0a675a1c4bd93cec9a874c1dbd565866d1f77dbe\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@7a801c5ee1e11be3732a7ea01725de8aca8d147d\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": "2024-06-28T15:32:01.702743Z"
+     "iopub.execute_input": "2024-07-01T15:01:39.971457Z",
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+     "shell.execute_reply": "2024-07-01T15:01:39.989387Z"
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@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-06-28T15:32:01.873076Z"
+     "iopub.execute_input": "2024-07-01T15:01:39.992806Z",
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@@ -305,10 +305,10 @@
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-     "shell.execute_reply": "2024-06-28T15:32:01.908342Z"
+     "iopub.execute_input": "2024-07-01T15:01:40.336204Z",
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@@ -329,10 +329,10 @@
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-     "iopub.status.idle": "2024-06-28T15:32:01.919240Z",
-     "shell.execute_reply": "2024-06-28T15:32:01.918799Z"
+     "iopub.execute_input": "2024-07-01T15:01:40.342354Z",
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+     "iopub.status.idle": "2024-07-01T15:01:40.351148Z",
+     "shell.execute_reply": "2024-07-01T15:01:40.350569Z"
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@@ -384,10 +384,10 @@
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-     "iopub.execute_input": "2024-06-28T15:32:01.921349Z",
-     "iopub.status.busy": "2024-06-28T15:32:01.921161Z",
-     "iopub.status.idle": "2024-06-28T15:32:01.923695Z",
-     "shell.execute_reply": "2024-06-28T15:32:01.923253Z"
+     "iopub.execute_input": "2024-07-01T15:01:40.353562Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-06-28T15:32:02.457433Z"
+     "iopub.execute_input": "2024-07-01T15:01:40.358053Z",
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-06-28T15:32:04.490214Z",
-     "shell.execute_reply": "2024-06-28T15:32:04.489567Z"
+     "iopub.execute_input": "2024-07-01T15:01:40.887806Z",
+     "iopub.status.busy": "2024-07-01T15:01:40.887346Z",
+     "iopub.status.idle": "2024-07-01T15:01:42.858439Z",
+     "shell.execute_reply": "2024-07-01T15:01:42.857751Z"
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@@ -481,10 +481,10 @@
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-     "iopub.status.busy": "2024-06-28T15:32:04.492241Z",
-     "iopub.status.idle": "2024-06-28T15:32:04.502594Z",
-     "shell.execute_reply": "2024-06-28T15:32:04.502078Z"
+     "iopub.execute_input": "2024-07-01T15:01:42.861505Z",
+     "iopub.status.busy": "2024-07-01T15:01:42.860685Z",
+     "iopub.status.idle": "2024-07-01T15:01:42.872129Z",
+     "shell.execute_reply": "2024-07-01T15:01:42.871534Z"
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    "outputs": [
@@ -605,10 +605,10 @@
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-     "iopub.execute_input": "2024-06-28T15:32:04.504766Z",
-     "iopub.status.busy": "2024-06-28T15:32:04.504436Z",
-     "iopub.status.idle": "2024-06-28T15:32:04.508609Z",
-     "shell.execute_reply": "2024-06-28T15:32:04.508063Z"
+     "iopub.execute_input": "2024-07-01T15:01:42.874722Z",
+     "iopub.status.busy": "2024-07-01T15:01:42.874312Z",
+     "iopub.status.idle": "2024-07-01T15:01:42.879185Z",
+     "shell.execute_reply": "2024-07-01T15:01:42.878651Z"
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@@ -633,10 +633,10 @@
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-     "iopub.status.busy": "2024-06-28T15:32:04.510397Z",
-     "iopub.status.idle": "2024-06-28T15:32:04.517582Z",
-     "shell.execute_reply": "2024-06-28T15:32:04.517118Z"
+     "iopub.execute_input": "2024-07-01T15:01:42.881719Z",
+     "iopub.status.busy": "2024-07-01T15:01:42.881293Z",
+     "iopub.status.idle": "2024-07-01T15:01:42.890936Z",
+     "shell.execute_reply": "2024-07-01T15:01:42.890441Z"
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@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-06-28T15:32:04.631747Z"
+     "iopub.execute_input": "2024-07-01T15:01:42.893152Z",
+     "iopub.status.busy": "2024-07-01T15:01:42.892940Z",
+     "iopub.status.idle": "2024-07-01T15:01:43.010191Z",
+     "shell.execute_reply": "2024-07-01T15:01:43.009566Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-28T15:32:04.634587Z",
-     "iopub.status.busy": "2024-06-28T15:32:04.634256Z",
-     "iopub.status.idle": "2024-06-28T15:32:04.637211Z",
-     "shell.execute_reply": "2024-06-28T15:32:04.636666Z"
+     "iopub.execute_input": "2024-07-01T15:01:43.012877Z",
+     "iopub.status.busy": "2024-07-01T15:01:43.012678Z",
+     "iopub.status.idle": "2024-07-01T15:01:43.015881Z",
+     "shell.execute_reply": "2024-07-01T15:01:43.015414Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-28T15:32:04.639474Z",
-     "iopub.status.busy": "2024-06-28T15:32:04.638904Z",
-     "iopub.status.idle": "2024-06-28T15:32:06.709224Z",
-     "shell.execute_reply": "2024-06-28T15:32:06.708438Z"
+     "iopub.execute_input": "2024-07-01T15:01:43.017749Z",
+     "iopub.status.busy": "2024-07-01T15:01:43.017574Z",
+     "iopub.status.idle": "2024-07-01T15:01:45.116344Z",
+     "shell.execute_reply": "2024-07-01T15:01:45.115698Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-28T15:32:06.712672Z",
-     "iopub.status.busy": "2024-06-28T15:32:06.711755Z",
-     "iopub.status.idle": "2024-06-28T15:32:06.724142Z",
-     "shell.execute_reply": "2024-06-28T15:32:06.723572Z"
+     "iopub.execute_input": "2024-07-01T15:01:45.119290Z",
+     "iopub.status.busy": "2024-07-01T15:01:45.118731Z",
+     "iopub.status.idle": "2024-07-01T15:01:45.130593Z",
+     "shell.execute_reply": "2024-07-01T15:01:45.130118Z"
     }
    },
    "outputs": [
@@ -771,10 +771,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-28T15:32:06.726394Z",
-     "iopub.status.busy": "2024-06-28T15:32:06.726040Z",
-     "iopub.status.idle": "2024-06-28T15:32:06.750576Z",
-     "shell.execute_reply": "2024-06-28T15:32:06.750015Z"
+     "iopub.execute_input": "2024-07-01T15:01:45.132594Z",
+     "iopub.status.busy": "2024-07-01T15:01:45.132413Z",
+     "iopub.status.idle": "2024-07-01T15:01:45.200709Z",
+     "shell.execute_reply": "2024-07-01T15:01:45.200202Z"
     },
     "nbsphinx": "hidden"
    },