deploy: cleanlab/cleanlab@a68b2c1

cleanlab · Aug 5, 2024 · f6a4a99 · f6a4a99
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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: da399c314656edf666511f8f45e8bb47
+config: 5d3209bf1c57745955aad0e9e328207e
 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": "2024-08-02T23:17:23.433118Z",
-     "iopub.status.busy": "2024-08-02T23:17:23.432923Z",
-     "iopub.status.idle": "2024-08-02T23:17:24.941638Z",
-     "shell.execute_reply": "2024-08-02T23:17:24.941075Z"
+     "iopub.execute_input": "2024-08-05T19:05:28.882763Z",
+     "iopub.status.busy": "2024-08-05T19:05:28.882553Z",
+     "iopub.status.idle": "2024-08-05T19:05:30.416211Z",
+     "shell.execute_reply": "2024-08-05T19:05:30.415693Z"
     },
     "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@b699edd9acff56a96f5d8635fc51bcc94bc9a1ed\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@a68b2c17f945f1b49705d3b08c770628092a6d47\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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-     "iopub.status.idle": "2024-08-02T23:17:24.963528Z",
-     "shell.execute_reply": "2024-08-02T23:17:24.962963Z"
+     "iopub.execute_input": "2024-08-05T19:05:30.418779Z",
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+     "shell.execute_reply": "2024-08-05T19:05:30.437371Z"
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    "outputs": [],
@@ -195,10 +195,10 @@
    "execution_count": 3,
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-     "shell.execute_reply": "2024-08-02T23:17:25.078863Z"
+     "iopub.execute_input": "2024-08-05T19:05:30.440017Z",
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@@ -305,10 +305,10 @@
    "execution_count": 4,
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-     "iopub.status.idle": "2024-08-02T23:17:25.114497Z",
-     "shell.execute_reply": "2024-08-02T23:17:25.114027Z"
+     "iopub.execute_input": "2024-08-05T19:05:33.773237Z",
+     "iopub.status.busy": "2024-08-05T19:05:33.773024Z",
+     "iopub.status.idle": "2024-08-05T19:05:33.776922Z",
+     "shell.execute_reply": "2024-08-05T19:05:33.776449Z"
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-08-02T23:17:25.123892Z"
+     "iopub.execute_input": "2024-08-05T19:05:33.778984Z",
+     "iopub.status.busy": "2024-08-05T19:05:33.778623Z",
+     "iopub.status.idle": "2024-08-05T19:05:33.787104Z",
+     "shell.execute_reply": "2024-08-05T19:05:33.786496Z"
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    "outputs": [],
@@ -384,10 +384,10 @@
    "execution_count": 6,
    "metadata": {
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-     "iopub.execute_input": "2024-08-02T23:17:25.126998Z",
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-     "iopub.status.idle": "2024-08-02T23:17:25.129409Z",
-     "shell.execute_reply": "2024-08-02T23:17:25.128804Z"
+     "iopub.execute_input": "2024-08-05T19:05:33.789365Z",
+     "iopub.status.busy": "2024-08-05T19:05:33.789017Z",
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@@ -409,10 +409,10 @@
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-     "iopub.status.busy": "2024-08-02T23:17:25.131035Z",
-     "iopub.status.idle": "2024-08-02T23:17:25.655338Z",
-     "shell.execute_reply": "2024-08-02T23:17:25.654793Z"
+     "iopub.execute_input": "2024-08-05T19:05:33.793653Z",
+     "iopub.status.busy": "2024-08-05T19:05:33.793328Z",
+     "iopub.status.idle": "2024-08-05T19:05:34.321624Z",
+     "shell.execute_reply": "2024-08-05T19:05:34.321081Z"
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-08-02T23:17:27.751426Z",
-     "shell.execute_reply": "2024-08-02T23:17:27.750727Z"
+     "iopub.execute_input": "2024-08-05T19:05:34.324111Z",
+     "iopub.status.busy": "2024-08-05T19:05:34.323737Z",
+     "iopub.status.idle": "2024-08-05T19:05:36.443460Z",
+     "shell.execute_reply": "2024-08-05T19:05:36.442834Z"
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    "outputs": [
@@ -481,10 +481,10 @@
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-     "iopub.status.busy": "2024-08-02T23:17:27.753684Z",
-     "iopub.status.idle": "2024-08-02T23:17:27.764911Z",
-     "shell.execute_reply": "2024-08-02T23:17:27.764361Z"
+     "iopub.execute_input": "2024-08-05T19:05:36.446365Z",
+     "iopub.status.busy": "2024-08-05T19:05:36.445614Z",
+     "iopub.status.idle": "2024-08-05T19:05:36.456313Z",
+     "shell.execute_reply": "2024-08-05T19:05:36.455772Z"
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    "outputs": [
@@ -605,10 +605,10 @@
    "execution_count": 10,
    "metadata": {
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-     "iopub.execute_input": "2024-08-02T23:17:27.767199Z",
-     "iopub.status.busy": "2024-08-02T23:17:27.766875Z",
-     "iopub.status.idle": "2024-08-02T23:17:27.770951Z",
-     "shell.execute_reply": "2024-08-02T23:17:27.770498Z"
+     "iopub.execute_input": "2024-08-05T19:05:36.458716Z",
+     "iopub.status.busy": "2024-08-05T19:05:36.458289Z",
+     "iopub.status.idle": "2024-08-05T19:05:36.462685Z",
+     "shell.execute_reply": "2024-08-05T19:05:36.462103Z"
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    "outputs": [],
@@ -633,10 +633,10 @@
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    "metadata": {
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-     "iopub.execute_input": "2024-08-02T23:17:27.772966Z",
-     "iopub.status.busy": "2024-08-02T23:17:27.772625Z",
-     "iopub.status.idle": "2024-08-02T23:17:27.779796Z",
-     "shell.execute_reply": "2024-08-02T23:17:27.779212Z"
+     "iopub.execute_input": "2024-08-05T19:05:36.468612Z",
+     "iopub.status.busy": "2024-08-05T19:05:36.468426Z",
+     "iopub.status.idle": "2024-08-05T19:05:36.476513Z",
+     "shell.execute_reply": "2024-08-05T19:05:36.475942Z"
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    "outputs": [],
@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-08-02T23:17:27.894690Z"
+     "iopub.execute_input": "2024-08-05T19:05:36.478881Z",
+     "iopub.status.busy": "2024-08-05T19:05:36.478442Z",
+     "iopub.status.idle": "2024-08-05T19:05:36.595818Z",
+     "shell.execute_reply": "2024-08-05T19:05:36.595193Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-02T23:17:27.897585Z",
-     "iopub.status.busy": "2024-08-02T23:17:27.897260Z",
-     "iopub.status.idle": "2024-08-02T23:17:27.899963Z",
-     "shell.execute_reply": "2024-08-02T23:17:27.899515Z"
+     "iopub.execute_input": "2024-08-05T19:05:36.597982Z",
+     "iopub.status.busy": "2024-08-05T19:05:36.597778Z",
+     "iopub.status.idle": "2024-08-05T19:05:36.600822Z",
+     "shell.execute_reply": "2024-08-05T19:05:36.600336Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-02T23:17:27.902092Z",
-     "iopub.status.busy": "2024-08-02T23:17:27.901699Z",
-     "iopub.status.idle": "2024-08-02T23:17:30.041948Z",
-     "shell.execute_reply": "2024-08-02T23:17:30.041308Z"
+     "iopub.execute_input": "2024-08-05T19:05:36.602806Z",
+     "iopub.status.busy": "2024-08-05T19:05:36.602597Z",
+     "iopub.status.idle": "2024-08-05T19:05:38.810088Z",
+     "shell.execute_reply": "2024-08-05T19:05:38.809244Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-02T23:17:30.045213Z",
-     "iopub.status.busy": "2024-08-02T23:17:30.044360Z",
-     "iopub.status.idle": "2024-08-02T23:17:30.055915Z",
-     "shell.execute_reply": "2024-08-02T23:17:30.055449Z"
+     "iopub.execute_input": "2024-08-05T19:05:38.813601Z",
+     "iopub.status.busy": "2024-08-05T19:05:38.812710Z",
+     "iopub.status.idle": "2024-08-05T19:05:38.824565Z",
+     "shell.execute_reply": "2024-08-05T19:05:38.823994Z"
     }
    },
    "outputs": [
@@ -786,10 +786,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-02T23:17:30.057830Z",
-     "iopub.status.busy": "2024-08-02T23:17:30.057653Z",
-     "iopub.status.idle": "2024-08-02T23:17:30.088205Z",
-     "shell.execute_reply": "2024-08-02T23:17:30.087743Z"
+     "iopub.execute_input": "2024-08-05T19:05:38.826686Z",
+     "iopub.status.busy": "2024-08-05T19:05:38.826347Z",
+     "iopub.status.idle": "2024-08-05T19:05:38.871457Z",
+     "shell.execute_reply": "2024-08-05T19:05:38.870959Z"
     },
     "nbsphinx": "hidden"
    },