deploy: cleanlab/cleanlab@7b4b069

cleanlab · Apr 12, 2024 · bd61387 · bd61387
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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: ef252c8a293357f99ca5908dddeebf25
+config: fad435b0dae9841ac0d7e1cee987ff61
 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 @@
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     "execution": {
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-     "iopub.status.busy": "2024-04-10T21:30:49.441036Z",
-     "iopub.status.idle": "2024-04-10T21:30:50.585844Z",
-     "shell.execute_reply": "2024-04-10T21:30:50.585297Z"
+     "iopub.execute_input": "2024-04-12T10:16:51.639375Z",
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+     "shell.execute_reply": "2024-04-12T10:16:52.812403Z"
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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@0221f8b0a1051dc9b74c3b2645902c390d9a2496\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@7b4b0690aec3f23448ea3fade9afe2b3fe8434d2\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": "2024-04-10T21:30:50.605790Z"
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@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-04-10T21:30:50.766698Z"
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@@ -305,10 +305,10 @@
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-     "shell.execute_reply": "2024-04-10T21:30:50.801798Z"
+     "iopub.execute_input": "2024-04-12T10:16:53.130290Z",
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-04-10T21:30:50.812199Z"
+     "iopub.execute_input": "2024-04-12T10:16:53.135689Z",
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+     "shell.execute_reply": "2024-04-12T10:16:53.143427Z"
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@@ -384,10 +384,10 @@
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-     "shell.execute_reply": "2024-04-10T21:30:50.816691Z"
+     "iopub.execute_input": "2024-04-12T10:16:53.145956Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-04-10T21:30:51.326743Z"
+     "iopub.execute_input": "2024-04-12T10:16:53.150181Z",
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@@ -446,10 +446,10 @@
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-     "shell.execute_reply": "2024-04-10T21:30:52.909394Z"
+     "iopub.execute_input": "2024-04-12T10:16:53.667359Z",
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@@ -481,10 +481,10 @@
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-     "iopub.status.idle": "2024-04-10T21:30:52.921864Z",
-     "shell.execute_reply": "2024-04-10T21:30:52.921345Z"
+     "iopub.execute_input": "2024-04-12T10:16:55.266319Z",
+     "iopub.status.busy": "2024-04-12T10:16:55.265769Z",
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+     "shell.execute_reply": "2024-04-12T10:16:55.275124Z"
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@@ -605,10 +605,10 @@
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-     "iopub.status.busy": "2024-04-10T21:30:52.923540Z",
-     "iopub.status.idle": "2024-04-10T21:30:52.927704Z",
-     "shell.execute_reply": "2024-04-10T21:30:52.927216Z"
+     "iopub.execute_input": "2024-04-12T10:16:55.277832Z",
+     "iopub.status.busy": "2024-04-12T10:16:55.277412Z",
+     "iopub.status.idle": "2024-04-12T10:16:55.281431Z",
+     "shell.execute_reply": "2024-04-12T10:16:55.280905Z"
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@@ -633,10 +633,10 @@
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-     "iopub.status.busy": "2024-04-10T21:30:52.929428Z",
-     "iopub.status.idle": "2024-04-10T21:30:52.936463Z",
-     "shell.execute_reply": "2024-04-10T21:30:52.936020Z"
+     "iopub.execute_input": "2024-04-12T10:16:55.283695Z",
+     "iopub.status.busy": "2024-04-12T10:16:55.283282Z",
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+     "shell.execute_reply": "2024-04-12T10:16:55.289838Z"
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@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-04-10T21:30:53.047127Z"
+     "iopub.execute_input": "2024-04-12T10:16:55.292645Z",
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@@ -691,10 +691,10 @@
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-     "iopub.status.idle": "2024-04-10T21:30:53.052193Z",
-     "shell.execute_reply": "2024-04-10T21:30:53.051726Z"
+     "iopub.execute_input": "2024-04-12T10:16:55.405101Z",
+     "iopub.status.busy": "2024-04-12T10:16:55.404770Z",
+     "iopub.status.idle": "2024-04-12T10:16:55.407441Z",
+     "shell.execute_reply": "2024-04-12T10:16:55.406989Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-04-10T21:30:53.054161Z",
-     "iopub.status.busy": "2024-04-10T21:30:53.053866Z",
-     "iopub.status.idle": "2024-04-10T21:30:54.926673Z",
-     "shell.execute_reply": "2024-04-10T21:30:54.926030Z"
+     "iopub.execute_input": "2024-04-12T10:16:55.409390Z",
+     "iopub.status.busy": "2024-04-12T10:16:55.409068Z",
+     "iopub.status.idle": "2024-04-12T10:16:57.317602Z",
+     "shell.execute_reply": "2024-04-12T10:16:57.316853Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-04-10T21:30:54.929613Z",
-     "iopub.status.busy": "2024-04-10T21:30:54.928959Z",
-     "iopub.status.idle": "2024-04-10T21:30:54.939824Z",
-     "shell.execute_reply": "2024-04-10T21:30:54.939371Z"
+     "iopub.execute_input": "2024-04-12T10:16:57.320501Z",
+     "iopub.status.busy": "2024-04-12T10:16:57.319938Z",
+     "iopub.status.idle": "2024-04-12T10:16:57.331018Z",
+     "shell.execute_reply": "2024-04-12T10:16:57.330552Z"
     }
    },
    "outputs": [
@@ -771,10 +771,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-04-10T21:30:54.941958Z",
-     "iopub.status.busy": "2024-04-10T21:30:54.941577Z",
-     "iopub.status.idle": "2024-04-10T21:30:54.981783Z",
-     "shell.execute_reply": "2024-04-10T21:30:54.981246Z"
+     "iopub.execute_input": "2024-04-12T10:16:57.332987Z",
+     "iopub.status.busy": "2024-04-12T10:16:57.332680Z",
+     "iopub.status.idle": "2024-04-12T10:16:57.429287Z",
+     "shell.execute_reply": "2024-04-12T10:16:57.428720Z"
     },
     "nbsphinx": "hidden"
    },