deploy: cleanlab/cleanlab@21c46c9

cleanlab · Jul 5, 2024 · f8b634d · f8b634d
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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: fc87451fab9a1cf1e283b90e1b533322
+config: 81b02f17cdb0bc77709a8a921d75dfce
 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,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-07-02T15:24:50.264127Z",
-     "iopub.status.busy": "2024-07-02T15:24:50.263741Z",
-     "iopub.status.idle": "2024-07-02T15:24:51.435602Z",
-     "shell.execute_reply": "2024-07-02T15:24:51.435065Z"
+     "iopub.execute_input": "2024-07-05T13:41:26.106288Z",
+     "iopub.status.busy": "2024-07-05T13:41:26.106112Z",
+     "iopub.status.idle": "2024-07-05T13:41:27.346466Z",
+     "shell.execute_reply": "2024-07-05T13:41:27.345878Z"
     },
     "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@c915f776420f13284807e915043326eda337d0c4\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@21c46c9cea788d86c6112b2f7642a8835eec55ce\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": "2024-07-02T15:24:51.454668Z"
+     "iopub.execute_input": "2024-07-05T13:41:27.349199Z",
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+     "iopub.status.idle": "2024-07-05T13:41:27.367291Z",
+     "shell.execute_reply": "2024-07-05T13:41:27.366731Z"
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    "outputs": [],
@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-07-02T15:24:51.773375Z"
+     "iopub.execute_input": "2024-07-05T13:41:27.369715Z",
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+     "shell.execute_reply": "2024-07-05T13:41:27.503105Z"
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    "outputs": [
@@ -305,10 +305,10 @@
    "execution_count": 4,
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-     "iopub.status.idle": "2024-07-02T15:24:51.806575Z",
-     "shell.execute_reply": "2024-07-02T15:24:51.806033Z"
+     "iopub.execute_input": "2024-07-05T13:41:27.534913Z",
+     "iopub.status.busy": "2024-07-05T13:41:27.534484Z",
+     "iopub.status.idle": "2024-07-05T13:41:27.538588Z",
+     "shell.execute_reply": "2024-07-05T13:41:27.538108Z"
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@@ -329,10 +329,10 @@
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    "metadata": {
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-     "iopub.status.idle": "2024-07-02T15:24:51.816291Z",
-     "shell.execute_reply": "2024-07-02T15:24:51.815728Z"
+     "iopub.execute_input": "2024-07-05T13:41:27.540503Z",
+     "iopub.status.busy": "2024-07-05T13:41:27.540315Z",
+     "iopub.status.idle": "2024-07-05T13:41:27.548936Z",
+     "shell.execute_reply": "2024-07-05T13:41:27.548474Z"
     }
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    "outputs": [],
@@ -384,10 +384,10 @@
    "execution_count": 6,
    "metadata": {
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-     "iopub.execute_input": "2024-07-02T15:24:51.818342Z",
-     "iopub.status.busy": "2024-07-02T15:24:51.818171Z",
-     "iopub.status.idle": "2024-07-02T15:24:51.820601Z",
-     "shell.execute_reply": "2024-07-02T15:24:51.820168Z"
+     "iopub.execute_input": "2024-07-05T13:41:27.550941Z",
+     "iopub.status.busy": "2024-07-05T13:41:27.550758Z",
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+     "shell.execute_reply": "2024-07-05T13:41:27.553053Z"
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@@ -409,10 +409,10 @@
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-     "iopub.status.idle": "2024-07-02T15:24:52.333801Z",
-     "shell.execute_reply": "2024-07-02T15:24:52.333291Z"
+     "iopub.execute_input": "2024-07-05T13:41:27.555341Z",
+     "iopub.status.busy": "2024-07-05T13:41:27.555170Z",
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+     "shell.execute_reply": "2024-07-05T13:41:28.079059Z"
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-07-02T15:24:54.133804Z",
-     "shell.execute_reply": "2024-07-02T15:24:54.133179Z"
+     "iopub.execute_input": "2024-07-05T13:41:28.082094Z",
+     "iopub.status.busy": "2024-07-05T13:41:28.081853Z",
+     "iopub.status.idle": "2024-07-05T13:41:29.963728Z",
+     "shell.execute_reply": "2024-07-05T13:41:29.963081Z"
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@@ -481,10 +481,10 @@
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-     "iopub.status.busy": "2024-07-02T15:24:54.135807Z",
-     "iopub.status.idle": "2024-07-02T15:24:54.145523Z",
-     "shell.execute_reply": "2024-07-02T15:24:54.145014Z"
+     "iopub.execute_input": "2024-07-05T13:41:29.966278Z",
+     "iopub.status.busy": "2024-07-05T13:41:29.965736Z",
+     "iopub.status.idle": "2024-07-05T13:41:29.975697Z",
+     "shell.execute_reply": "2024-07-05T13:41:29.975159Z"
     }
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    "outputs": [
@@ -605,10 +605,10 @@
    "execution_count": 10,
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-     "iopub.execute_input": "2024-07-02T15:24:54.147631Z",
-     "iopub.status.busy": "2024-07-02T15:24:54.147304Z",
-     "iopub.status.idle": "2024-07-02T15:24:54.151216Z",
-     "shell.execute_reply": "2024-07-02T15:24:54.150782Z"
+     "iopub.execute_input": "2024-07-05T13:41:29.977816Z",
+     "iopub.status.busy": "2024-07-05T13:41:29.977485Z",
+     "iopub.status.idle": "2024-07-05T13:41:29.981426Z",
+     "shell.execute_reply": "2024-07-05T13:41:29.980905Z"
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@@ -633,10 +633,10 @@
    "execution_count": 11,
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-     "iopub.execute_input": "2024-07-02T15:24:54.153210Z",
-     "iopub.status.busy": "2024-07-02T15:24:54.152897Z",
-     "iopub.status.idle": "2024-07-02T15:24:54.159804Z",
-     "shell.execute_reply": "2024-07-02T15:24:54.159399Z"
+     "iopub.execute_input": "2024-07-05T13:41:29.983422Z",
+     "iopub.status.busy": "2024-07-05T13:41:29.983115Z",
+     "iopub.status.idle": "2024-07-05T13:41:29.990671Z",
+     "shell.execute_reply": "2024-07-05T13:41:29.990131Z"
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@@ -658,10 +658,10 @@
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-     "iopub.status.idle": "2024-07-02T15:24:54.271636Z",
-     "shell.execute_reply": "2024-07-02T15:24:54.271152Z"
+     "iopub.execute_input": "2024-07-05T13:41:29.992836Z",
+     "iopub.status.busy": "2024-07-05T13:41:29.992505Z",
+     "iopub.status.idle": "2024-07-05T13:41:30.104636Z",
+     "shell.execute_reply": "2024-07-05T13:41:30.104044Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-07-02T15:24:54.273415Z",
-     "iopub.status.busy": "2024-07-02T15:24:54.273245Z",
-     "iopub.status.idle": "2024-07-02T15:24:54.276027Z",
-     "shell.execute_reply": "2024-07-02T15:24:54.275583Z"
+     "iopub.execute_input": "2024-07-05T13:41:30.106899Z",
+     "iopub.status.busy": "2024-07-05T13:41:30.106545Z",
+     "iopub.status.idle": "2024-07-05T13:41:30.109802Z",
+     "shell.execute_reply": "2024-07-05T13:41:30.109366Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-07-02T15:24:54.277845Z",
-     "iopub.status.busy": "2024-07-02T15:24:54.277663Z",
-     "iopub.status.idle": "2024-07-02T15:24:56.177124Z",
-     "shell.execute_reply": "2024-07-02T15:24:56.176537Z"
+     "iopub.execute_input": "2024-07-05T13:41:30.111816Z",
+     "iopub.status.busy": "2024-07-05T13:41:30.111642Z",
+     "iopub.status.idle": "2024-07-05T13:41:32.113993Z",
+     "shell.execute_reply": "2024-07-05T13:41:32.113324Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-07-02T15:24:56.179941Z",
-     "iopub.status.busy": "2024-07-02T15:24:56.179406Z",
-     "iopub.status.idle": "2024-07-02T15:24:56.190491Z",
-     "shell.execute_reply": "2024-07-02T15:24:56.190044Z"
+     "iopub.execute_input": "2024-07-05T13:41:32.117073Z",
+     "iopub.status.busy": "2024-07-05T13:41:32.116324Z",
+     "iopub.status.idle": "2024-07-05T13:41:32.127911Z",
+     "shell.execute_reply": "2024-07-05T13:41:32.127446Z"
     }
    },
    "outputs": [
@@ -771,10 +771,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-07-02T15:24:56.192341Z",
-     "iopub.status.busy": "2024-07-02T15:24:56.192169Z",
-     "iopub.status.idle": "2024-07-02T15:24:56.274113Z",
-     "shell.execute_reply": "2024-07-02T15:24:56.273673Z"
+     "iopub.execute_input": "2024-07-05T13:41:32.130087Z",
+     "iopub.status.busy": "2024-07-05T13:41:32.129748Z",
+     "iopub.status.idle": "2024-07-05T13:41:32.151372Z",
+     "shell.execute_reply": "2024-07-05T13:41:32.150871Z"
     },
     "nbsphinx": "hidden"
    },