deploy: cleanlab/cleanlab@2870e19

cleanlab · May 14, 2024 · 02e718c · 02e718c
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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: 31f34e29e84625808d8511f1f5bc3b3a
+config: 3e89f538957cd8928ac4f22855bcdc5e
 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/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/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": "2024-05-14T00:40:31.101837Z",
-     "iopub.status.busy": "2024-05-14T00:40:31.101487Z",
-     "iopub.status.idle": "2024-05-14T00:40:32.284083Z",
-     "shell.execute_reply": "2024-05-14T00:40:32.283529Z"
+     "iopub.execute_input": "2024-05-14T14:34:32.204576Z",
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+     "shell.execute_reply": "2024-05-14T14:34:33.507250Z"
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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@ab05f86dd4e3fa67c4c5086f33af36757790c7ba\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@2870e194ce2ed8272aad8625ee2481564d15024d\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": "2024-05-14T00:40:32.304407Z"
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+     "shell.execute_reply": "2024-05-14T14:34:33.531009Z"
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    "outputs": [],
@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-05-14T00:40:32.469313Z"
+     "iopub.execute_input": "2024-05-14T14:34:33.534284Z",
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@@ -305,10 +305,10 @@
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-     "shell.execute_reply": "2024-05-14T00:40:32.503500Z"
+     "iopub.execute_input": "2024-05-14T14:34:33.757546Z",
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@@ -329,10 +329,10 @@
    "execution_count": 5,
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-     "shell.execute_reply": "2024-05-14T00:40:32.513353Z"
+     "iopub.execute_input": "2024-05-14T14:34:33.763857Z",
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+     "iopub.status.idle": "2024-05-14T14:34:33.772689Z",
+     "shell.execute_reply": "2024-05-14T14:34:33.772171Z"
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    "outputs": [],
@@ -384,10 +384,10 @@
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-     "iopub.status.idle": "2024-05-14T00:40:32.518200Z",
-     "shell.execute_reply": "2024-05-14T00:40:32.517630Z"
+     "iopub.execute_input": "2024-05-14T14:34:33.775184Z",
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+     "shell.execute_reply": "2024-05-14T14:34:33.777118Z"
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-05-14T00:40:33.031748Z"
+     "iopub.execute_input": "2024-05-14T14:34:33.779699Z",
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-05-14T00:40:34.657987Z",
-     "shell.execute_reply": "2024-05-14T00:40:34.657339Z"
+     "iopub.execute_input": "2024-05-14T14:34:34.324738Z",
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@@ -481,10 +481,10 @@
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-     "shell.execute_reply": "2024-05-14T00:40:34.669380Z"
+     "iopub.execute_input": "2024-05-14T14:34:36.056332Z",
+     "iopub.status.busy": "2024-05-14T14:34:36.055338Z",
+     "iopub.status.idle": "2024-05-14T14:34:36.065955Z",
+     "shell.execute_reply": "2024-05-14T14:34:36.065369Z"
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@@ -605,10 +605,10 @@
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-     "iopub.status.busy": "2024-05-14T00:40:34.671633Z",
-     "iopub.status.idle": "2024-05-14T00:40:34.675799Z",
-     "shell.execute_reply": "2024-05-14T00:40:34.675237Z"
+     "iopub.execute_input": "2024-05-14T14:34:36.068063Z",
+     "iopub.status.busy": "2024-05-14T14:34:36.067733Z",
+     "iopub.status.idle": "2024-05-14T14:34:36.071777Z",
+     "shell.execute_reply": "2024-05-14T14:34:36.071224Z"
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    "outputs": [],
@@ -633,10 +633,10 @@
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-     "iopub.status.busy": "2024-05-14T00:40:34.677536Z",
-     "iopub.status.idle": "2024-05-14T00:40:34.684194Z",
-     "shell.execute_reply": "2024-05-14T00:40:34.683778Z"
+     "iopub.execute_input": "2024-05-14T14:34:36.073701Z",
+     "iopub.status.busy": "2024-05-14T14:34:36.073521Z",
+     "iopub.status.idle": "2024-05-14T14:34:36.080884Z",
+     "shell.execute_reply": "2024-05-14T14:34:36.080419Z"
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@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-05-14T00:40:34.796542Z"
+     "iopub.execute_input": "2024-05-14T14:34:36.082879Z",
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@@ -691,10 +691,10 @@
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-     "iopub.status.idle": "2024-05-14T00:40:34.801658Z",
-     "shell.execute_reply": "2024-05-14T00:40:34.801214Z"
+     "iopub.execute_input": "2024-05-14T14:34:36.197054Z",
+     "iopub.status.busy": "2024-05-14T14:34:36.196714Z",
+     "iopub.status.idle": "2024-05-14T14:34:36.199420Z",
+     "shell.execute_reply": "2024-05-14T14:34:36.198991Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-14T00:40:34.803618Z",
-     "iopub.status.busy": "2024-05-14T00:40:34.803294Z",
-     "iopub.status.idle": "2024-05-14T00:40:36.794760Z",
-     "shell.execute_reply": "2024-05-14T00:40:36.794102Z"
+     "iopub.execute_input": "2024-05-14T14:34:36.201442Z",
+     "iopub.status.busy": "2024-05-14T14:34:36.201109Z",
+     "iopub.status.idle": "2024-05-14T14:34:38.194581Z",
+     "shell.execute_reply": "2024-05-14T14:34:38.193929Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-14T00:40:36.797983Z",
-     "iopub.status.busy": "2024-05-14T00:40:36.797203Z",
-     "iopub.status.idle": "2024-05-14T00:40:36.808596Z",
-     "shell.execute_reply": "2024-05-14T00:40:36.808144Z"
+     "iopub.execute_input": "2024-05-14T14:34:38.197653Z",
+     "iopub.status.busy": "2024-05-14T14:34:38.196936Z",
+     "iopub.status.idle": "2024-05-14T14:34:38.208288Z",
+     "shell.execute_reply": "2024-05-14T14:34:38.207815Z"
     }
    },
    "outputs": [
@@ -771,10 +771,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-14T00:40:36.810644Z",
-     "iopub.status.busy": "2024-05-14T00:40:36.810306Z",
-     "iopub.status.idle": "2024-05-14T00:40:36.866302Z",
-     "shell.execute_reply": "2024-05-14T00:40:36.865819Z"
+     "iopub.execute_input": "2024-05-14T14:34:38.210397Z",
+     "iopub.status.busy": "2024-05-14T14:34:38.210001Z",
+     "iopub.status.idle": "2024-05-14T14:34:38.382353Z",
+     "shell.execute_reply": "2024-05-14T14:34:38.381819Z"
     },
     "nbsphinx": "hidden"
    },