deploy: cleanlab/cleanlab@17ed918

cleanlab · Dec 10, 2024 · 607f771 · 607f771
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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: 825e302383c9aa004d9596adade1ef06
+config: 9e4f7ab33091a972d8427d748dfe5f90
 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/adapter/imagelab.doctree b/master/.doctrees/cleanlab/datalab/internal/adapter/imagelab.doctree
diff --git a/master/.doctrees/cleanlab/datalab/internal/adapter/index.doctree b/master/.doctrees/cleanlab/datalab/internal/adapter/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": "2024-09-30T16:38:22.853990Z",
-     "iopub.status.busy": "2024-09-30T16:38:22.853746Z",
-     "iopub.status.idle": "2024-09-30T16:38:24.161867Z",
-     "shell.execute_reply": "2024-09-30T16:38:24.161277Z"
+     "iopub.execute_input": "2024-12-10T06:33:06.985307Z",
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+     "iopub.status.idle": "2024-12-10T06:33:08.293417Z",
+     "shell.execute_reply": "2024-12-10T06:33:08.292838Z"
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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@c3ac61dd16c4f46bcb9ee9b4f8b815773170fe06\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@17ed91829929bc8891182ff102884d8c8e40f41a\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": "2024-09-30T16:38:24.185291Z"
+     "iopub.execute_input": "2024-12-10T06:33:08.295700Z",
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+     "iopub.status.idle": "2024-12-10T06:33:08.313413Z",
+     "shell.execute_reply": "2024-12-10T06:33:08.312951Z"
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@@ -195,10 +195,10 @@
    "execution_count": 3,
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-     "shell.execute_reply": "2024-09-30T16:38:24.365607Z"
+     "iopub.execute_input": "2024-12-10T06:33:08.315397Z",
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+     "shell.execute_reply": "2024-12-10T06:33:08.504376Z"
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    "outputs": [
@@ -305,10 +305,10 @@
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-     "iopub.status.idle": "2024-09-30T16:38:24.400352Z",
-     "shell.execute_reply": "2024-09-30T16:38:24.399754Z"
+     "iopub.execute_input": "2024-12-10T06:33:08.536788Z",
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+     "shell.execute_reply": "2024-12-10T06:33:08.541791Z"
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-09-30T16:38:24.409774Z"
+     "iopub.execute_input": "2024-12-10T06:33:08.543988Z",
+     "iopub.status.busy": "2024-12-10T06:33:08.543671Z",
+     "iopub.status.idle": "2024-12-10T06:33:08.552324Z",
+     "shell.execute_reply": "2024-12-10T06:33:08.551732Z"
     }
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    "outputs": [],
@@ -384,10 +384,10 @@
    "execution_count": 6,
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-     "iopub.status.idle": "2024-09-30T16:38:24.414593Z",
-     "shell.execute_reply": "2024-09-30T16:38:24.414127Z"
+     "iopub.execute_input": "2024-12-10T06:33:08.554304Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-09-30T16:38:24.939418Z"
+     "iopub.execute_input": "2024-12-10T06:33:08.558185Z",
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+     "iopub.status.idle": "2024-12-10T06:33:09.080190Z",
+     "shell.execute_reply": "2024-12-10T06:33:09.079530Z"
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-09-30T16:38:26.947993Z",
-     "shell.execute_reply": "2024-09-30T16:38:26.947362Z"
+     "iopub.execute_input": "2024-12-10T06:33:09.082285Z",
+     "iopub.status.busy": "2024-12-10T06:33:09.082099Z",
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+     "shell.execute_reply": "2024-12-10T06:33:10.991453Z"
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@@ -481,10 +481,10 @@
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-     "iopub.status.idle": "2024-09-30T16:38:26.960310Z",
-     "shell.execute_reply": "2024-09-30T16:38:26.959849Z"
+     "iopub.execute_input": "2024-12-10T06:33:10.994467Z",
+     "iopub.status.busy": "2024-12-10T06:33:10.993761Z",
+     "iopub.status.idle": "2024-12-10T06:33:11.004333Z",
+     "shell.execute_reply": "2024-12-10T06:33:11.003745Z"
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    "outputs": [
@@ -605,10 +605,10 @@
    "execution_count": 10,
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-     "iopub.execute_input": "2024-09-30T16:38:26.962167Z",
-     "iopub.status.busy": "2024-09-30T16:38:26.961818Z",
-     "iopub.status.idle": "2024-09-30T16:38:26.965701Z",
-     "shell.execute_reply": "2024-09-30T16:38:26.965245Z"
+     "iopub.execute_input": "2024-12-10T06:33:11.006451Z",
+     "iopub.status.busy": "2024-12-10T06:33:11.005889Z",
+     "iopub.status.idle": "2024-12-10T06:33:11.009978Z",
+     "shell.execute_reply": "2024-12-10T06:33:11.009521Z"
     }
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    "outputs": [],
@@ -633,10 +633,10 @@
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-     "iopub.status.busy": "2024-09-30T16:38:26.967047Z",
-     "iopub.status.idle": "2024-09-30T16:38:26.976208Z",
-     "shell.execute_reply": "2024-09-30T16:38:26.975647Z"
+     "iopub.execute_input": "2024-12-10T06:33:11.011735Z",
+     "iopub.status.busy": "2024-12-10T06:33:11.011407Z",
+     "iopub.status.idle": "2024-12-10T06:33:11.018704Z",
+     "shell.execute_reply": "2024-12-10T06:33:11.018273Z"
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@@ -658,10 +658,10 @@
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-     "iopub.status.idle": "2024-09-30T16:38:27.092859Z",
-     "shell.execute_reply": "2024-09-30T16:38:27.092346Z"
+     "iopub.execute_input": "2024-12-10T06:33:11.020563Z",
+     "iopub.status.busy": "2024-12-10T06:33:11.020140Z",
+     "iopub.status.idle": "2024-12-10T06:33:11.133883Z",
+     "shell.execute_reply": "2024-12-10T06:33:11.133363Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-30T16:38:27.094826Z",
-     "iopub.status.busy": "2024-09-30T16:38:27.094391Z",
-     "iopub.status.idle": "2024-09-30T16:38:27.097556Z",
-     "shell.execute_reply": "2024-09-30T16:38:27.096995Z"
+     "iopub.execute_input": "2024-12-10T06:33:11.135546Z",
+     "iopub.status.busy": "2024-12-10T06:33:11.135363Z",
+     "iopub.status.idle": "2024-12-10T06:33:11.138148Z",
+     "shell.execute_reply": "2024-12-10T06:33:11.137704Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-30T16:38:27.099291Z",
-     "iopub.status.busy": "2024-09-30T16:38:27.098938Z",
-     "iopub.status.idle": "2024-09-30T16:38:29.278389Z",
-     "shell.execute_reply": "2024-09-30T16:38:29.277653Z"
+     "iopub.execute_input": "2024-12-10T06:33:11.139674Z",
+     "iopub.status.busy": "2024-12-10T06:33:11.139501Z",
+     "iopub.status.idle": "2024-12-10T06:33:13.246661Z",
+     "shell.execute_reply": "2024-12-10T06:33:13.245994Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-30T16:38:29.281134Z",
-     "iopub.status.busy": "2024-09-30T16:38:29.280478Z",
-     "iopub.status.idle": "2024-09-30T16:38:29.293153Z",
-     "shell.execute_reply": "2024-09-30T16:38:29.292609Z"
+     "iopub.execute_input": "2024-12-10T06:33:13.249483Z",
+     "iopub.status.busy": "2024-12-10T06:33:13.248678Z",
+     "iopub.status.idle": "2024-12-10T06:33:13.260563Z",
+     "shell.execute_reply": "2024-12-10T06:33:13.260095Z"
     }
    },
    "outputs": [
@@ -786,10 +786,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-30T16:38:29.295234Z",
-     "iopub.status.busy": "2024-09-30T16:38:29.294924Z",
-     "iopub.status.idle": "2024-09-30T16:38:29.347635Z",
-     "shell.execute_reply": "2024-09-30T16:38:29.347137Z"
+     "iopub.execute_input": "2024-12-10T06:33:13.262374Z",
+     "iopub.status.busy": "2024-12-10T06:33:13.262028Z",
+     "iopub.status.idle": "2024-12-10T06:33:13.336598Z",
+     "shell.execute_reply": "2024-12-10T06:33:13.336149Z"
     },
     "nbsphinx": "hidden"
    },