deploy: cleanlab/cleanlab@c13f32a

cleanlab · May 21, 2024 · b33c87c · b33c87c
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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: e4a55f0ab29cab4d86b729052d186b2b
+config: 14a2fbd5e37b1ead2d1add192c57360c
 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/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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    "metadata": {
     "execution": {
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-     "iopub.status.idle": "2024-05-15T04:10:07.404368Z",
-     "shell.execute_reply": "2024-05-15T04:10:07.403746Z"
+     "iopub.execute_input": "2024-05-21T21:34:19.348374Z",
+     "iopub.status.busy": "2024-05-21T21:34:19.347806Z",
+     "iopub.status.idle": "2024-05-21T21:34:20.736841Z",
+     "shell.execute_reply": "2024-05-21T21:34:20.736177Z"
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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@ca3892994e7f40b237b467761f72acf3786e8666\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@c13f32a2a6c1d6f3166d760b60f805c94d9f54fe\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": "2024-05-15T04:10:07.426427Z"
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@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-05-15T04:10:07.643441Z"
+     "iopub.execute_input": "2024-05-21T21:34:20.764996Z",
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@@ -305,10 +305,10 @@
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-     "iopub.status.idle": "2024-05-15T04:10:07.678414Z",
-     "shell.execute_reply": "2024-05-15T04:10:07.677922Z"
+     "iopub.execute_input": "2024-05-21T21:34:20.948682Z",
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+     "shell.execute_reply": "2024-05-21T21:34:20.951735Z"
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-05-15T04:10:07.687911Z"
+     "iopub.execute_input": "2024-05-21T21:34:20.954823Z",
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+     "shell.execute_reply": "2024-05-21T21:34:20.963578Z"
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@@ -384,10 +384,10 @@
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-     "iopub.status.busy": "2024-05-15T04:10:07.690155Z",
-     "iopub.status.idle": "2024-05-15T04:10:07.692657Z",
-     "shell.execute_reply": "2024-05-15T04:10:07.692233Z"
+     "iopub.execute_input": "2024-05-21T21:34:20.966832Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-05-15T04:10:08.216672Z"
+     "iopub.execute_input": "2024-05-21T21:34:20.971694Z",
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-05-15T04:10:09.891770Z",
-     "shell.execute_reply": "2024-05-15T04:10:09.891133Z"
+     "iopub.execute_input": "2024-05-21T21:34:21.509485Z",
+     "iopub.status.busy": "2024-05-21T21:34:21.509113Z",
+     "iopub.status.idle": "2024-05-21T21:34:23.414430Z",
+     "shell.execute_reply": "2024-05-21T21:34:23.413812Z"
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@@ -481,10 +481,10 @@
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-     "iopub.status.idle": "2024-05-15T04:10:09.903692Z",
-     "shell.execute_reply": "2024-05-15T04:10:09.903163Z"
+     "iopub.execute_input": "2024-05-21T21:34:23.417397Z",
+     "iopub.status.busy": "2024-05-21T21:34:23.416667Z",
+     "iopub.status.idle": "2024-05-21T21:34:23.427663Z",
+     "shell.execute_reply": "2024-05-21T21:34:23.427144Z"
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    "outputs": [
@@ -605,10 +605,10 @@
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-     "iopub.status.idle": "2024-05-15T04:10:09.909563Z",
-     "shell.execute_reply": "2024-05-15T04:10:09.909041Z"
+     "iopub.execute_input": "2024-05-21T21:34:23.430046Z",
+     "iopub.status.busy": "2024-05-21T21:34:23.429676Z",
+     "iopub.status.idle": "2024-05-21T21:34:23.434407Z",
+     "shell.execute_reply": "2024-05-21T21:34:23.433784Z"
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@@ -633,10 +633,10 @@
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-     "iopub.status.busy": "2024-05-15T04:10:09.911416Z",
-     "iopub.status.idle": "2024-05-15T04:10:09.918245Z",
-     "shell.execute_reply": "2024-05-15T04:10:09.917841Z"
+     "iopub.execute_input": "2024-05-21T21:34:23.436778Z",
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+     "shell.execute_reply": "2024-05-21T21:34:23.443598Z"
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@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-05-15T04:10:10.030329Z"
+     "iopub.execute_input": "2024-05-21T21:34:23.446674Z",
+     "iopub.status.busy": "2024-05-21T21:34:23.446288Z",
+     "iopub.status.idle": "2024-05-21T21:34:23.560935Z",
+     "shell.execute_reply": "2024-05-21T21:34:23.560327Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-15T04:10:10.033170Z",
-     "iopub.status.busy": "2024-05-15T04:10:10.032829Z",
-     "iopub.status.idle": "2024-05-15T04:10:10.035522Z",
-     "shell.execute_reply": "2024-05-15T04:10:10.035091Z"
+     "iopub.execute_input": "2024-05-21T21:34:23.563414Z",
+     "iopub.status.busy": "2024-05-21T21:34:23.562955Z",
+     "iopub.status.idle": "2024-05-21T21:34:23.566168Z",
+     "shell.execute_reply": "2024-05-21T21:34:23.565633Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-15T04:10:10.037549Z",
-     "iopub.status.busy": "2024-05-15T04:10:10.037238Z",
-     "iopub.status.idle": "2024-05-15T04:10:12.073731Z",
-     "shell.execute_reply": "2024-05-15T04:10:12.073023Z"
+     "iopub.execute_input": "2024-05-21T21:34:23.568585Z",
+     "iopub.status.busy": "2024-05-21T21:34:23.568123Z",
+     "iopub.status.idle": "2024-05-21T21:34:25.690853Z",
+     "shell.execute_reply": "2024-05-21T21:34:25.690211Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-15T04:10:12.076907Z",
-     "iopub.status.busy": "2024-05-15T04:10:12.076050Z",
-     "iopub.status.idle": "2024-05-15T04:10:12.087995Z",
-     "shell.execute_reply": "2024-05-15T04:10:12.087414Z"
+     "iopub.execute_input": "2024-05-21T21:34:25.694215Z",
+     "iopub.status.busy": "2024-05-21T21:34:25.693272Z",
+     "iopub.status.idle": "2024-05-21T21:34:25.706550Z",
+     "shell.execute_reply": "2024-05-21T21:34:25.705913Z"
     }
    },
    "outputs": [
@@ -771,10 +771,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-15T04:10:12.090134Z",
-     "iopub.status.busy": "2024-05-15T04:10:12.089722Z",
-     "iopub.status.idle": "2024-05-15T04:10:12.167809Z",
-     "shell.execute_reply": "2024-05-15T04:10:12.167228Z"
+     "iopub.execute_input": "2024-05-21T21:34:25.709115Z",
+     "iopub.status.busy": "2024-05-21T21:34:25.708694Z",
+     "iopub.status.idle": "2024-05-21T21:34:25.749027Z",
+     "shell.execute_reply": "2024-05-21T21:34:25.748531Z"
     },
     "nbsphinx": "hidden"
    },