deploy: cleanlab/cleanlab@4a1a1fc

cleanlab · Sep 26, 2024 · a038bb4 · a038bb4
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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: 9dcda6a9c0263d6e44ec559ab4e92920
+config: 723852b918cd46346e6ce9809699fb6f
 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 @@
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- "shell.execute_reply": "2024-09-26T16:42:38.849972Z"
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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@fcb653811c1ddd4afd960ba2710e443cf6edb384\n",
+ " %pip install git+https://github.com/cleanlab/cleanlab.git@4a1a1fc4e03d74f176fb1a05e67805e9548be4ff\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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@@ -195,10 +195,10 @@
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@@ -305,10 +305,10 @@
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- "shell.execute_reply": "2024-09-26T16:42:39.079868Z"
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@@ -329,10 +329,10 @@
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- "shell.execute_reply": "2024-09-26T16:42:39.089347Z"
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+ "shell.execute_reply": "2024-09-26T16:57:48.496323Z"
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@@ -384,10 +384,10 @@
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- "shell.execute_reply": "2024-09-26T16:42:39.093386Z"
+ "iopub.execute_input": "2024-09-26T16:57:48.498974Z",
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@@ -409,10 +409,10 @@
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@@ -446,10 +446,10 @@
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- "shell.execute_reply": "2024-09-26T16:42:41.523238Z"
+ "iopub.execute_input": "2024-09-26T16:57:49.034548Z",
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@@ -481,10 +481,10 @@
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- "shell.execute_reply": "2024-09-26T16:42:41.535959Z"
+ "iopub.execute_input": "2024-09-26T16:57:50.971511Z",
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+ "shell.execute_reply": "2024-09-26T16:57:50.980707Z"
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@@ -605,10 +605,10 @@
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- "iopub.status.idle": "2024-09-26T16:42:41.541867Z",
- "shell.execute_reply": "2024-09-26T16:42:41.541434Z"
+ "iopub.execute_input": "2024-09-26T16:57:50.983160Z",
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@@ -633,10 +633,10 @@
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- "shell.execute_reply": "2024-09-26T16:42:41.550073Z"
+ "iopub.execute_input": "2024-09-26T16:57:50.988771Z",
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+ "shell.execute_reply": "2024-09-26T16:57:50.995660Z"
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@@ -658,10 +658,10 @@
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- "shell.execute_reply": "2024-09-26T16:42:41.664398Z"
+ "iopub.execute_input": "2024-09-26T16:57:50.998409Z",
+ "iopub.status.busy": "2024-09-26T16:57:50.997938Z",
+ "iopub.status.idle": "2024-09-26T16:57:51.112743Z",
+ "shell.execute_reply": "2024-09-26T16:57:51.112140Z"
  }
  },
  "outputs": [
@@ -691,10 +691,10 @@
  "execution_count": 13,
  "metadata": {
  "execution": {
- "iopub.execute_input": "2024-09-26T16:42:41.666747Z",
- "iopub.status.busy": "2024-09-26T16:42:41.666381Z",
- "iopub.status.idle": "2024-09-26T16:42:41.669049Z",
- "shell.execute_reply": "2024-09-26T16:42:41.668596Z"
+ "iopub.execute_input": "2024-09-26T16:57:51.114671Z",
+ "iopub.status.busy": "2024-09-26T16:57:51.114330Z",
+ "iopub.status.idle": "2024-09-26T16:57:51.117374Z",
+ "shell.execute_reply": "2024-09-26T16:57:51.116803Z"
  }
  },
  "outputs": [],
@@ -715,10 +715,10 @@
  "execution_count": 14,
  "metadata": {
  "execution": {
- "iopub.execute_input": "2024-09-26T16:42:41.670858Z",
- "iopub.status.busy": "2024-09-26T16:42:41.670529Z",
- "iopub.status.idle": "2024-09-26T16:42:43.790609Z",
- "shell.execute_reply": "2024-09-26T16:42:43.789898Z"
+ "iopub.execute_input": "2024-09-26T16:57:51.119122Z",
+ "iopub.status.busy": "2024-09-26T16:57:51.118777Z",
+ "iopub.status.idle": "2024-09-26T16:57:53.250696Z",
+ "shell.execute_reply": "2024-09-26T16:57:53.249828Z"
  }
  },
  "outputs": [],
@@ -738,10 +738,10 @@
  "execution_count": 15,
  "metadata": {
  "execution": {
- "iopub.execute_input": "2024-09-26T16:42:43.793417Z",
- "iopub.status.busy": "2024-09-26T16:42:43.792475Z",
- "iopub.status.idle": "2024-09-26T16:42:43.803835Z",
- "shell.execute_reply": "2024-09-26T16:42:43.803257Z"
+ "iopub.execute_input": "2024-09-26T16:57:53.253432Z",
+ "iopub.status.busy": "2024-09-26T16:57:53.252773Z",
+ "iopub.status.idle": "2024-09-26T16:57:53.264456Z",
+ "shell.execute_reply": "2024-09-26T16:57:53.263964Z"
  }
  },
  "outputs": [
@@ -786,10 +786,10 @@
  "execution_count": 16,
  "metadata": {
  "execution": {
- "iopub.execute_input": "2024-09-26T16:42:43.805762Z",
- "iopub.status.busy": "2024-09-26T16:42:43.805274Z",
- "iopub.status.idle": "2024-09-26T16:42:43.846705Z",
- "shell.execute_reply": "2024-09-26T16:42:43.846076Z"
+ "iopub.execute_input": "2024-09-26T16:57:53.266337Z",
+ "iopub.status.busy": "2024-09-26T16:57:53.265982Z",
+ "iopub.status.idle": "2024-09-26T16:57:53.320394Z",
+ "shell.execute_reply": "2024-09-26T16:57:53.319936Z"
  },
  "nbsphinx": "hidden"
  },