deploy: cleanlab/cleanlab@ed19432

cleanlab · Aug 8, 2024 · 906a1e7 · 906a1e7
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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: eaa1879545ab24e716eca148e67af011
+config: 9cb96115664bc677d61bbac03a5c462c
 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 @@
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    "metadata": {
     "execution": {
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-     "iopub.status.busy": "2024-08-07T16:37:31.889683Z",
-     "iopub.status.idle": "2024-08-07T16:37:33.449985Z",
-     "shell.execute_reply": "2024-08-07T16:37:33.449452Z"
+     "iopub.execute_input": "2024-08-08T18:53:00.543675Z",
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+     "iopub.status.idle": "2024-08-08T18:53:02.024210Z",
+     "shell.execute_reply": "2024-08-08T18:53:02.023643Z"
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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@25f9856d5387ad5bf3aacf4c07275e7ec216c869\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@ed1943228cd408bbef2343ae07f897ac0f8c96bd\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": "2024-08-07T16:37:33.471918Z"
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@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-08-07T16:37:33.702020Z"
+     "iopub.execute_input": "2024-08-08T18:53:02.048477Z",
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@@ -305,10 +305,10 @@
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-     "shell.execute_reply": "2024-08-07T16:37:33.736921Z"
+     "iopub.execute_input": "2024-08-08T18:53:02.294496Z",
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-08-07T16:37:33.746726Z"
+     "iopub.execute_input": "2024-08-08T18:53:02.299789Z",
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+     "shell.execute_reply": "2024-08-08T18:53:02.307601Z"
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@@ -384,10 +384,10 @@
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-     "iopub.status.idle": "2024-08-07T16:37:33.751455Z",
-     "shell.execute_reply": "2024-08-07T16:37:33.750976Z"
+     "iopub.execute_input": "2024-08-08T18:53:02.310321Z",
+     "iopub.status.busy": "2024-08-08T18:53:02.309983Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-08-07T16:37:34.288758Z"
+     "iopub.execute_input": "2024-08-08T18:53:02.314538Z",
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+     "shell.execute_reply": "2024-08-08T18:53:02.833675Z"
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-08-07T16:37:36.483666Z",
-     "shell.execute_reply": "2024-08-07T16:37:36.482991Z"
+     "iopub.execute_input": "2024-08-08T18:53:02.836846Z",
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@@ -481,10 +481,10 @@
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-     "shell.execute_reply": "2024-08-07T16:37:36.495778Z"
+     "iopub.execute_input": "2024-08-08T18:53:04.869789Z",
+     "iopub.status.busy": "2024-08-08T18:53:04.869146Z",
+     "iopub.status.idle": "2024-08-08T18:53:04.879653Z",
+     "shell.execute_reply": "2024-08-08T18:53:04.879122Z"
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    "outputs": [
@@ -605,10 +605,10 @@
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-     "iopub.status.idle": "2024-08-07T16:37:36.502013Z",
-     "shell.execute_reply": "2024-08-07T16:37:36.501578Z"
+     "iopub.execute_input": "2024-08-08T18:53:04.881845Z",
+     "iopub.status.busy": "2024-08-08T18:53:04.881386Z",
+     "iopub.status.idle": "2024-08-08T18:53:04.885661Z",
+     "shell.execute_reply": "2024-08-08T18:53:04.885109Z"
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    "outputs": [],
@@ -633,10 +633,10 @@
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-     "iopub.status.idle": "2024-08-07T16:37:36.511056Z",
-     "shell.execute_reply": "2024-08-07T16:37:36.510466Z"
+     "iopub.execute_input": "2024-08-08T18:53:04.888005Z",
+     "iopub.status.busy": "2024-08-08T18:53:04.887662Z",
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+     "shell.execute_reply": "2024-08-08T18:53:04.893952Z"
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@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-08-07T16:37:36.624987Z"
+     "iopub.execute_input": "2024-08-08T18:53:04.896556Z",
+     "iopub.status.busy": "2024-08-08T18:53:04.896226Z",
+     "iopub.status.idle": "2024-08-08T18:53:05.009071Z",
+     "shell.execute_reply": "2024-08-08T18:53:05.008556Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-07T16:37:36.627754Z",
-     "iopub.status.busy": "2024-08-07T16:37:36.627428Z",
-     "iopub.status.idle": "2024-08-07T16:37:36.630733Z",
-     "shell.execute_reply": "2024-08-07T16:37:36.630269Z"
+     "iopub.execute_input": "2024-08-08T18:53:05.011216Z",
+     "iopub.status.busy": "2024-08-08T18:53:05.010890Z",
+     "iopub.status.idle": "2024-08-08T18:53:05.013680Z",
+     "shell.execute_reply": "2024-08-08T18:53:05.013228Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-07T16:37:36.632688Z",
-     "iopub.status.busy": "2024-08-07T16:37:36.632352Z",
-     "iopub.status.idle": "2024-08-07T16:37:38.780786Z",
-     "shell.execute_reply": "2024-08-07T16:37:38.780125Z"
+     "iopub.execute_input": "2024-08-08T18:53:05.015527Z",
+     "iopub.status.busy": "2024-08-08T18:53:05.015354Z",
+     "iopub.status.idle": "2024-08-08T18:53:07.128537Z",
+     "shell.execute_reply": "2024-08-08T18:53:07.127880Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-07T16:37:38.784187Z",
-     "iopub.status.busy": "2024-08-07T16:37:38.783257Z",
-     "iopub.status.idle": "2024-08-07T16:37:38.794694Z",
-     "shell.execute_reply": "2024-08-07T16:37:38.794198Z"
+     "iopub.execute_input": "2024-08-08T18:53:07.131691Z",
+     "iopub.status.busy": "2024-08-08T18:53:07.130868Z",
+     "iopub.status.idle": "2024-08-08T18:53:07.142106Z",
+     "shell.execute_reply": "2024-08-08T18:53:07.141539Z"
     }
    },
    "outputs": [
@@ -786,10 +786,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-07T16:37:38.796865Z",
-     "iopub.status.busy": "2024-08-07T16:37:38.796528Z",
-     "iopub.status.idle": "2024-08-07T16:37:38.859353Z",
-     "shell.execute_reply": "2024-08-07T16:37:38.858889Z"
+     "iopub.execute_input": "2024-08-08T18:53:07.144209Z",
+     "iopub.status.busy": "2024-08-08T18:53:07.143893Z",
+     "iopub.status.idle": "2024-08-08T18:53:07.205051Z",
+     "shell.execute_reply": "2024-08-08T18:53:07.204457Z"
     },
     "nbsphinx": "hidden"
    },