deploy: cleanlab/cleanlab@51de777

cleanlab · Jan 24, 2024 · 5f8eb0b · 5f8eb0b
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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: 7c1eebdb633c1423ff706327bc15dffe
+config: 153ab5ef67f375f597eaa4f0fa9fe8f9
 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/datalab/datalab.doctree b/master/.doctrees/cleanlab/datalab/datalab.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/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/report.doctree b/master/.doctrees/cleanlab/datalab/internal/report.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/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/audio.ipynb b/master/.doctrees/nbsphinx/tutorials/audio.ipynb
diff --git a/master/.doctrees/nbsphinx/tutorials/datalab/datalab_advanced.ipynb b/master/.doctrees/nbsphinx/tutorials/datalab/datalab_advanced.ipynb
diff --git a/master/.doctrees/nbsphinx/tutorials/datalab/datalab_quickstart.ipynb b/master/.doctrees/nbsphinx/tutorials/datalab/datalab_quickstart.ipynb
@@ -78,10 +78,10 @@
    "execution_count": 1,
    "metadata": {
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-     "iopub.status.busy": "2024-01-22T16:10:53.044157Z",
-     "iopub.status.idle": "2024-01-22T16:10:54.139952Z",
-     "shell.execute_reply": "2024-01-22T16:10:54.139281Z"
+     "iopub.execute_input": "2024-01-24T00:18:01.754778Z",
+     "iopub.status.busy": "2024-01-24T00:18:01.754215Z",
+     "iopub.status.idle": "2024-01-24T00:18:02.860897Z",
+     "shell.execute_reply": "2024-01-24T00:18:02.860197Z"
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     "nbsphinx": "hidden"
    },
@@ -91,7 +91,7 @@
     "dependencies = [\"cleanlab\", \"matplotlib\", \"datasets\"]  # TODO: make sure this list is updated\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@3910f0d955a5e4e8b5e5d7c831efeb8522cf172a\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@51de77768d74143bfd5aceac0ca97617de32c3c9\n",
     "    cmd = ' '.join([dep for dep in dependencies if dep != \"cleanlab\"])\n",
     "    %pip install $cmd\n",
     "else:\n",
@@ -116,10 +116,10 @@
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-     "shell.execute_reply": "2024-01-22T16:10:54.145297Z"
+     "iopub.execute_input": "2024-01-24T00:18:02.863647Z",
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+     "shell.execute_reply": "2024-01-24T00:18:02.866072Z"
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    "outputs": [],
@@ -250,10 +250,10 @@
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@@ -356,10 +356,10 @@
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-     "shell.execute_reply": "2024-01-22T16:10:54.164632Z"
+     "iopub.execute_input": "2024-01-24T00:18:02.881113Z",
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@@ -448,10 +448,10 @@
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-     "shell.execute_reply": "2024-01-22T16:10:54.434040Z"
+     "iopub.execute_input": "2024-01-24T00:18:02.888262Z",
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@@ -520,10 +520,10 @@
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-     "shell.execute_reply": "2024-01-22T16:10:54.803678Z"
+     "iopub.execute_input": "2024-01-24T00:18:03.164873Z",
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@@ -559,10 +559,10 @@
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-     "shell.execute_reply": "2024-01-22T16:10:54.808904Z"
+     "iopub.execute_input": "2024-01-24T00:18:03.541181Z",
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+     "shell.execute_reply": "2024-01-24T00:18:03.543198Z"
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@@ -601,10 +601,10 @@
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-     "iopub.status.idle": "2024-01-22T16:10:54.847518Z",
-     "shell.execute_reply": "2024-01-22T16:10:54.846874Z"
+     "iopub.execute_input": "2024-01-24T00:18:03.546254Z",
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@@ -646,10 +646,10 @@
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-     "shell.execute_reply": "2024-01-22T16:10:56.125760Z"
+     "iopub.execute_input": "2024-01-24T00:18:03.585184Z",
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@@ -701,10 +701,10 @@
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-     "shell.execute_reply": "2024-01-22T16:10:56.152928Z"
+     "iopub.execute_input": "2024-01-24T00:18:04.888461Z",
+     "iopub.status.busy": "2024-01-24T00:18:04.887905Z",
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    "outputs": [
@@ -878,10 +878,10 @@
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-     "iopub.status.busy": "2024-01-22T16:10:56.155588Z",
-     "iopub.status.idle": "2024-01-22T16:10:56.162297Z",
-     "shell.execute_reply": "2024-01-22T16:10:56.161749Z"
+     "iopub.execute_input": "2024-01-24T00:18:04.915174Z",
+     "iopub.status.busy": "2024-01-24T00:18:04.914807Z",
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+     "shell.execute_reply": "2024-01-24T00:18:04.921075Z"
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@@ -985,10 +985,10 @@
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-     "shell.execute_reply": "2024-01-22T16:10:56.169895Z"
+     "iopub.execute_input": "2024-01-24T00:18:04.924053Z",
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@@ -1055,10 +1055,10 @@
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-     "shell.execute_reply": "2024-01-22T16:10:56.182276Z"
+     "iopub.execute_input": "2024-01-24T00:18:04.932324Z",
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+     "shell.execute_reply": "2024-01-24T00:18:04.941992Z"
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    "outputs": [
@@ -1231,10 +1231,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-22T16:10:56.185213Z",
-     "iopub.status.busy": "2024-01-22T16:10:56.184835Z",
-     "iopub.status.idle": "2024-01-22T16:10:56.194207Z",
-     "shell.execute_reply": "2024-01-22T16:10:56.193637Z"
+     "iopub.execute_input": "2024-01-24T00:18:04.944919Z",
+     "iopub.status.busy": "2024-01-24T00:18:04.944610Z",
+     "iopub.status.idle": "2024-01-24T00:18:04.953989Z",
+     "shell.execute_reply": "2024-01-24T00:18:04.953361Z"
     }
    },
    "outputs": [
@@ -1350,10 +1350,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-22T16:10:56.196673Z",
-     "iopub.status.busy": "2024-01-22T16:10:56.196234Z",
-     "iopub.status.idle": "2024-01-22T16:10:56.203835Z",
-     "shell.execute_reply": "2024-01-22T16:10:56.203215Z"
+     "iopub.execute_input": "2024-01-24T00:18:04.956496Z",
+     "iopub.status.busy": "2024-01-24T00:18:04.956093Z",
+     "iopub.status.idle": "2024-01-24T00:18:04.963754Z",
+     "shell.execute_reply": "2024-01-24T00:18:04.963110Z"
     },
     "scrolled": true
    },
@@ -1478,10 +1478,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-22T16:10:56.206242Z",
-     "iopub.status.busy": "2024-01-22T16:10:56.205773Z",
-     "iopub.status.idle": "2024-01-22T16:10:56.215854Z",
-     "shell.execute_reply": "2024-01-22T16:10:56.215231Z"
+     "iopub.execute_input": "2024-01-24T00:18:04.966150Z",
+     "iopub.status.busy": "2024-01-24T00:18:04.965774Z",
+     "iopub.status.idle": "2024-01-24T00:18:04.975669Z",
+     "shell.execute_reply": "2024-01-24T00:18:04.975030Z"
     }
    },
    "outputs": [