deploy: cleanlab/cleanlab@c749e95

cleanlab · Jun 14, 2024 · b2487d5 · b2487d5
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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: 328f0c61d80eac0a73f74e30858cf845
+config: 1ffbd729907b082f683974ede3180c32
 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 @@
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-     "iopub.status.busy": "2024-06-13T18:21:44.446295Z",
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-     "shell.execute_reply": "2024-06-13T18:21:45.685801Z"
+     "iopub.execute_input": "2024-06-14T00:16:35.102776Z",
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+     "iopub.status.idle": "2024-06-14T00:16:36.367224Z",
+     "shell.execute_reply": "2024-06-14T00:16:36.366563Z"
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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@70ae424689a9a31f90dee9e9570685540e995e44\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@c749e9575af0de223ec1ca267e44104056818e4c\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": "2024-06-13T18:21:45.707085Z"
+     "iopub.execute_input": "2024-06-14T00:16:36.370397Z",
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+     "shell.execute_reply": "2024-06-14T00:16:36.388796Z"
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@@ -195,10 +195,10 @@
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@@ -305,10 +305,10 @@
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-     "shell.execute_reply": "2024-06-13T18:21:45.915266Z"
+     "iopub.execute_input": "2024-06-14T00:16:36.657354Z",
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-06-13T18:21:45.925300Z"
+     "iopub.execute_input": "2024-06-14T00:16:36.662889Z",
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+     "iopub.status.idle": "2024-06-14T00:16:36.671428Z",
+     "shell.execute_reply": "2024-06-14T00:16:36.670838Z"
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@@ -384,10 +384,10 @@
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-     "iopub.status.idle": "2024-06-13T18:21:45.930065Z",
-     "shell.execute_reply": "2024-06-13T18:21:45.929642Z"
+     "iopub.execute_input": "2024-06-14T00:16:36.673814Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-06-13T18:21:46.461165Z"
+     "iopub.execute_input": "2024-06-14T00:16:36.678451Z",
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-06-13T18:21:48.129673Z",
-     "shell.execute_reply": "2024-06-13T18:21:48.128977Z"
+     "iopub.execute_input": "2024-06-14T00:16:37.204126Z",
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@@ -481,10 +481,10 @@
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-     "iopub.status.idle": "2024-06-13T18:21:48.141925Z",
-     "shell.execute_reply": "2024-06-13T18:21:48.141418Z"
+     "iopub.execute_input": "2024-06-14T00:16:38.951734Z",
+     "iopub.status.busy": "2024-06-14T00:16:38.951171Z",
+     "iopub.status.idle": "2024-06-14T00:16:38.961167Z",
+     "shell.execute_reply": "2024-06-14T00:16:38.960660Z"
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    "outputs": [
@@ -605,10 +605,10 @@
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-     "iopub.status.idle": "2024-06-13T18:21:48.147703Z",
-     "shell.execute_reply": "2024-06-13T18:21:48.147259Z"
+     "iopub.execute_input": "2024-06-14T00:16:38.963247Z",
+     "iopub.status.busy": "2024-06-14T00:16:38.962939Z",
+     "iopub.status.idle": "2024-06-14T00:16:38.967202Z",
+     "shell.execute_reply": "2024-06-14T00:16:38.966760Z"
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@@ -633,10 +633,10 @@
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-     "iopub.status.busy": "2024-06-13T18:21:48.149389Z",
-     "iopub.status.idle": "2024-06-13T18:21:48.156519Z",
-     "shell.execute_reply": "2024-06-13T18:21:48.155966Z"
+     "iopub.execute_input": "2024-06-14T00:16:38.969238Z",
+     "iopub.status.busy": "2024-06-14T00:16:38.968905Z",
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@@ -658,10 +658,10 @@
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+     "iopub.execute_input": "2024-06-14T00:16:38.977991Z",
+     "iopub.status.busy": "2024-06-14T00:16:38.977634Z",
+     "iopub.status.idle": "2024-06-14T00:16:39.091919Z",
+     "shell.execute_reply": "2024-06-14T00:16:39.091342Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-13T18:21:48.273443Z",
-     "iopub.status.busy": "2024-06-13T18:21:48.273042Z",
-     "iopub.status.idle": "2024-06-13T18:21:48.275951Z",
-     "shell.execute_reply": "2024-06-13T18:21:48.275426Z"
+     "iopub.execute_input": "2024-06-14T00:16:39.093925Z",
+     "iopub.status.busy": "2024-06-14T00:16:39.093747Z",
+     "iopub.status.idle": "2024-06-14T00:16:39.096634Z",
+     "shell.execute_reply": "2024-06-14T00:16:39.096182Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-13T18:21:48.277990Z",
-     "iopub.status.busy": "2024-06-13T18:21:48.277687Z",
-     "iopub.status.idle": "2024-06-13T18:21:50.344321Z",
-     "shell.execute_reply": "2024-06-13T18:21:50.343524Z"
+     "iopub.execute_input": "2024-06-14T00:16:39.098393Z",
+     "iopub.status.busy": "2024-06-14T00:16:39.098225Z",
+     "iopub.status.idle": "2024-06-14T00:16:41.120718Z",
+     "shell.execute_reply": "2024-06-14T00:16:41.120010Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-13T18:21:50.347493Z",
-     "iopub.status.busy": "2024-06-13T18:21:50.346863Z",
-     "iopub.status.idle": "2024-06-13T18:21:50.359183Z",
-     "shell.execute_reply": "2024-06-13T18:21:50.358611Z"
+     "iopub.execute_input": "2024-06-14T00:16:41.123876Z",
+     "iopub.status.busy": "2024-06-14T00:16:41.123090Z",
+     "iopub.status.idle": "2024-06-14T00:16:41.135100Z",
+     "shell.execute_reply": "2024-06-14T00:16:41.134531Z"
     }
    },
    "outputs": [
@@ -771,10 +771,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-06-13T18:21:50.361456Z",
-     "iopub.status.busy": "2024-06-13T18:21:50.361126Z",
-     "iopub.status.idle": "2024-06-13T18:21:50.439475Z",
-     "shell.execute_reply": "2024-06-13T18:21:50.438951Z"
+     "iopub.execute_input": "2024-06-14T00:16:41.137227Z",
+     "iopub.status.busy": "2024-06-14T00:16:41.137042Z",
+     "iopub.status.idle": "2024-06-14T00:16:41.168646Z",
+     "shell.execute_reply": "2024-06-14T00:16:41.168192Z"
     },
     "nbsphinx": "hidden"
    },