deploy: cleanlab/cleanlab@056d030

cleanlab · Dec 29, 2024 · f48bb8f · f48bb8f
1 parent fc1dc47
commit f48bb8f
Show file tree

Hide file tree

Showing 201 changed files with 12,983 additions and 12,532 deletions.
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: 2d7edb0d3a053227144167f1a2f47034
+config: ff344fd12d28ce109e0769ead6457778
 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": "2024-12-26T11:12:51.774391Z",
-     "iopub.status.busy": "2024-12-26T11:12:51.774217Z",
-     "iopub.status.idle": "2024-12-26T11:12:53.059439Z",
-     "shell.execute_reply": "2024-12-26T11:12:53.058810Z"
+     "iopub.execute_input": "2024-12-29T13:06:24.340785Z",
+     "iopub.status.busy": "2024-12-29T13:06:24.340606Z",
+     "iopub.status.idle": "2024-12-29T13:06:25.611257Z",
+     "shell.execute_reply": "2024-12-29T13:06:25.610748Z"
     },
     "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@c2fdd17545fe60f8a64dc05b58bbc99170dd0d6c\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@056d030620521ee1c61c082684ee560af43b726f\n",
     "    cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n",
     "    %pip install $cmd\n",
     "else:\n",
@@ -151,10 +151,10 @@
    "execution_count": 2,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-26T11:12:53.061807Z",
-     "iopub.status.busy": "2024-12-26T11:12:53.061374Z",
-     "iopub.status.idle": "2024-12-26T11:12:53.079758Z",
-     "shell.execute_reply": "2024-12-26T11:12:53.079184Z"
+     "iopub.execute_input": "2024-12-29T13:06:25.613539Z",
+     "iopub.status.busy": "2024-12-29T13:06:25.613089Z",
+     "iopub.status.idle": "2024-12-29T13:06:25.631445Z",
+     "shell.execute_reply": "2024-12-29T13:06:25.630879Z"
     }
    },
    "outputs": [],
@@ -195,10 +195,10 @@
    "execution_count": 3,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-26T11:12:53.081769Z",
-     "iopub.status.busy": "2024-12-26T11:12:53.081381Z",
-     "iopub.status.idle": "2024-12-26T11:12:53.245915Z",
-     "shell.execute_reply": "2024-12-26T11:12:53.245376Z"
+     "iopub.execute_input": "2024-12-29T13:06:25.633578Z",
+     "iopub.status.busy": "2024-12-29T13:06:25.633158Z",
+     "iopub.status.idle": "2024-12-29T13:06:25.782942Z",
+     "shell.execute_reply": "2024-12-29T13:06:25.782336Z"
     }
    },
    "outputs": [
@@ -305,10 +305,10 @@
    "execution_count": 4,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-26T11:12:53.275805Z",
-     "iopub.status.busy": "2024-12-26T11:12:53.275619Z",
-     "iopub.status.idle": "2024-12-26T11:12:53.279106Z",
-     "shell.execute_reply": "2024-12-26T11:12:53.278663Z"
+     "iopub.execute_input": "2024-12-29T13:06:25.815655Z",
+     "iopub.status.busy": "2024-12-29T13:06:25.815138Z",
+     "iopub.status.idle": "2024-12-29T13:06:25.819194Z",
+     "shell.execute_reply": "2024-12-29T13:06:25.818605Z"
     }
    },
    "outputs": [],
@@ -329,10 +329,10 @@
    "execution_count": 5,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-26T11:12:53.280811Z",
-     "iopub.status.busy": "2024-12-26T11:12:53.280469Z",
-     "iopub.status.idle": "2024-12-26T11:12:53.288458Z",
-     "shell.execute_reply": "2024-12-26T11:12:53.288041Z"
+     "iopub.execute_input": "2024-12-29T13:06:25.820812Z",
+     "iopub.status.busy": "2024-12-29T13:06:25.820540Z",
+     "iopub.status.idle": "2024-12-29T13:06:25.829145Z",
+     "shell.execute_reply": "2024-12-29T13:06:25.828554Z"
     }
    },
    "outputs": [],
@@ -384,10 +384,10 @@
    "execution_count": 6,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-26T11:12:53.290396Z",
-     "iopub.status.busy": "2024-12-26T11:12:53.289981Z",
-     "iopub.status.idle": "2024-12-26T11:12:53.292602Z",
-     "shell.execute_reply": "2024-12-26T11:12:53.292161Z"
+     "iopub.execute_input": "2024-12-29T13:06:25.831112Z",
+     "iopub.status.busy": "2024-12-29T13:06:25.830768Z",
+     "iopub.status.idle": "2024-12-29T13:06:25.833177Z",
+     "shell.execute_reply": "2024-12-29T13:06:25.832730Z"
     }
    },
    "outputs": [],
@@ -409,10 +409,10 @@
    "execution_count": 7,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-26T11:12:53.294270Z",
-     "iopub.status.busy": "2024-12-26T11:12:53.293955Z",
-     "iopub.status.idle": "2024-12-26T11:12:53.806052Z",
-     "shell.execute_reply": "2024-12-26T11:12:53.805497Z"
+     "iopub.execute_input": "2024-12-29T13:06:25.834897Z",
+     "iopub.status.busy": "2024-12-29T13:06:25.834569Z",
+     "iopub.status.idle": "2024-12-29T13:06:26.358254Z",
+     "shell.execute_reply": "2024-12-29T13:06:26.357584Z"
     }
    },
    "outputs": [],
@@ -446,10 +446,10 @@
    "execution_count": 8,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-26T11:12:53.808216Z",
-     "iopub.status.busy": "2024-12-26T11:12:53.807837Z",
-     "iopub.status.idle": "2024-12-26T11:12:55.724386Z",
-     "shell.execute_reply": "2024-12-26T11:12:55.723705Z"
+     "iopub.execute_input": "2024-12-29T13:06:26.360967Z",
+     "iopub.status.busy": "2024-12-29T13:06:26.360571Z",
+     "iopub.status.idle": "2024-12-29T13:06:28.287342Z",
+     "shell.execute_reply": "2024-12-29T13:06:28.286646Z"
     }
    },
    "outputs": [
@@ -481,10 +481,10 @@
    "execution_count": 9,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-26T11:12:55.726873Z",
-     "iopub.status.busy": "2024-12-26T11:12:55.726192Z",
-     "iopub.status.idle": "2024-12-26T11:12:55.736620Z",
-     "shell.execute_reply": "2024-12-26T11:12:55.736074Z"
+     "iopub.execute_input": "2024-12-29T13:06:28.289598Z",
+     "iopub.status.busy": "2024-12-29T13:06:28.288946Z",
+     "iopub.status.idle": "2024-12-29T13:06:28.300045Z",
+     "shell.execute_reply": "2024-12-29T13:06:28.299615Z"
     }
    },
    "outputs": [
@@ -605,10 +605,10 @@
    "execution_count": 10,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-26T11:12:55.738378Z",
-     "iopub.status.busy": "2024-12-26T11:12:55.738117Z",
-     "iopub.status.idle": "2024-12-26T11:12:55.742311Z",
-     "shell.execute_reply": "2024-12-26T11:12:55.741903Z"
+     "iopub.execute_input": "2024-12-29T13:06:28.301854Z",
+     "iopub.status.busy": "2024-12-29T13:06:28.301559Z",
+     "iopub.status.idle": "2024-12-29T13:06:28.305553Z",
+     "shell.execute_reply": "2024-12-29T13:06:28.305069Z"
     }
    },
    "outputs": [],
@@ -633,10 +633,10 @@
    "execution_count": 11,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-26T11:12:55.744007Z",
-     "iopub.status.busy": "2024-12-26T11:12:55.743672Z",
-     "iopub.status.idle": "2024-12-26T11:12:55.750721Z",
-     "shell.execute_reply": "2024-12-26T11:12:55.750282Z"
+     "iopub.execute_input": "2024-12-29T13:06:28.307134Z",
+     "iopub.status.busy": "2024-12-29T13:06:28.306918Z",
+     "iopub.status.idle": "2024-12-29T13:06:28.314356Z",
+     "shell.execute_reply": "2024-12-29T13:06:28.313887Z"
     }
    },
    "outputs": [],
@@ -658,10 +658,10 @@
    "execution_count": 12,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-26T11:12:55.752323Z",
-     "iopub.status.busy": "2024-12-26T11:12:55.752051Z",
-     "iopub.status.idle": "2024-12-26T11:12:55.863585Z",
-     "shell.execute_reply": "2024-12-26T11:12:55.863090Z"
+     "iopub.execute_input": "2024-12-29T13:06:28.315988Z",
+     "iopub.status.busy": "2024-12-29T13:06:28.315725Z",
+     "iopub.status.idle": "2024-12-29T13:06:28.429146Z",
+     "shell.execute_reply": "2024-12-29T13:06:28.428642Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-26T11:12:55.865226Z",
-     "iopub.status.busy": "2024-12-26T11:12:55.864891Z",
-     "iopub.status.idle": "2024-12-26T11:12:55.867497Z",
-     "shell.execute_reply": "2024-12-26T11:12:55.867030Z"
+     "iopub.execute_input": "2024-12-29T13:06:28.431137Z",
+     "iopub.status.busy": "2024-12-29T13:06:28.430757Z",
+     "iopub.status.idle": "2024-12-29T13:06:28.433875Z",
+     "shell.execute_reply": "2024-12-29T13:06:28.433293Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-26T11:12:55.869229Z",
-     "iopub.status.busy": "2024-12-26T11:12:55.868908Z",
-     "iopub.status.idle": "2024-12-26T11:12:57.932040Z",
-     "shell.execute_reply": "2024-12-26T11:12:57.931382Z"
+     "iopub.execute_input": "2024-12-29T13:06:28.435615Z",
+     "iopub.status.busy": "2024-12-29T13:06:28.435261Z",
+     "iopub.status.idle": "2024-12-29T13:06:30.583923Z",
+     "shell.execute_reply": "2024-12-29T13:06:30.583249Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-26T11:12:57.934784Z",
-     "iopub.status.busy": "2024-12-26T11:12:57.933935Z",
-     "iopub.status.idle": "2024-12-26T11:12:57.945436Z",
-     "shell.execute_reply": "2024-12-26T11:12:57.944965Z"
+     "iopub.execute_input": "2024-12-29T13:06:30.586997Z",
+     "iopub.status.busy": "2024-12-29T13:06:30.585939Z",
+     "iopub.status.idle": "2024-12-29T13:06:30.597906Z",
+     "shell.execute_reply": "2024-12-29T13:06:30.597434Z"
     }
    },
    "outputs": [
@@ -786,10 +786,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-12-26T11:12:57.947178Z",
-     "iopub.status.busy": "2024-12-26T11:12:57.946824Z",
-     "iopub.status.idle": "2024-12-26T11:12:57.979945Z",
-     "shell.execute_reply": "2024-12-26T11:12:57.979509Z"
+     "iopub.execute_input": "2024-12-29T13:06:30.599626Z",
+     "iopub.status.busy": "2024-12-29T13:06:30.599336Z",
+     "iopub.status.idle": "2024-12-29T13:06:30.711965Z",
+     "shell.execute_reply": "2024-12-29T13:06:30.711329Z"
     },
     "nbsphinx": "hidden"
    },