deploy: cleanlab/cleanlab@a1f0883

cleanlab · Aug 22, 2024 · b84fcb1 · b84fcb1
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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: 51785217455d89fb90ecbcd45ce66c73
+config: 252baa0826240a8e45a2296caaa64e18
 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/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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    "metadata": {
     "execution": {
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-     "iopub.status.idle": "2024-08-21T23:16:59.247043Z",
-     "shell.execute_reply": "2024-08-21T23:16:59.246498Z"
+     "iopub.execute_input": "2024-08-22T00:52:20.938023Z",
+     "iopub.status.busy": "2024-08-22T00:52:20.937843Z",
+     "iopub.status.idle": "2024-08-22T00:52:22.308543Z",
+     "shell.execute_reply": "2024-08-22T00:52:22.307924Z"
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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@4b9de93bf23782fb8dcf3b5f68485c46da7414e4\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@a1f08833c50191ffb41560e3f18bf70dcb2b576d\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": "2024-08-21T23:16:59.270177Z"
+     "iopub.execute_input": "2024-08-22T00:52:22.311421Z",
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@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-08-21T23:16:59.392546Z"
+     "iopub.execute_input": "2024-08-22T00:52:22.333283Z",
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@@ -305,10 +305,10 @@
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-     "shell.execute_reply": "2024-08-21T23:16:59.427148Z"
+     "iopub.execute_input": "2024-08-22T00:52:22.532956Z",
+     "iopub.status.busy": "2024-08-22T00:52:22.532465Z",
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+     "shell.execute_reply": "2024-08-22T00:52:22.536127Z"
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-08-21T23:16:59.436915Z"
+     "iopub.execute_input": "2024-08-22T00:52:22.538779Z",
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+     "shell.execute_reply": "2024-08-22T00:52:22.546904Z"
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@@ -384,10 +384,10 @@
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-     "iopub.status.idle": "2024-08-21T23:16:59.442195Z",
-     "shell.execute_reply": "2024-08-21T23:16:59.441600Z"
+     "iopub.execute_input": "2024-08-22T00:52:22.549903Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-08-21T23:16:59.966483Z"
+     "iopub.execute_input": "2024-08-22T00:52:22.554652Z",
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+     "shell.execute_reply": "2024-08-22T00:52:23.092525Z"
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-08-21T23:17:02.013220Z",
-     "shell.execute_reply": "2024-08-21T23:17:02.012550Z"
+     "iopub.execute_input": "2024-08-22T00:52:23.095732Z",
+     "iopub.status.busy": "2024-08-22T00:52:23.095492Z",
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@@ -481,10 +481,10 @@
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-     "shell.execute_reply": "2024-08-21T23:17:02.026534Z"
+     "iopub.execute_input": "2024-08-22T00:52:25.212702Z",
+     "iopub.status.busy": "2024-08-22T00:52:25.211774Z",
+     "iopub.status.idle": "2024-08-22T00:52:25.222979Z",
+     "shell.execute_reply": "2024-08-22T00:52:25.222423Z"
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    "outputs": [
@@ -605,10 +605,10 @@
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-     "iopub.status.busy": "2024-08-21T23:17:02.028909Z",
-     "iopub.status.idle": "2024-08-21T23:17:02.032959Z",
-     "shell.execute_reply": "2024-08-21T23:17:02.032538Z"
+     "iopub.execute_input": "2024-08-22T00:52:25.225235Z",
+     "iopub.status.busy": "2024-08-22T00:52:25.225042Z",
+     "iopub.status.idle": "2024-08-22T00:52:25.229726Z",
+     "shell.execute_reply": "2024-08-22T00:52:25.229144Z"
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@@ -633,10 +633,10 @@
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-     "iopub.status.idle": "2024-08-21T23:17:02.043418Z",
-     "shell.execute_reply": "2024-08-21T23:17:02.042863Z"
+     "iopub.execute_input": "2024-08-22T00:52:25.231952Z",
+     "iopub.status.busy": "2024-08-22T00:52:25.231646Z",
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+     "shell.execute_reply": "2024-08-22T00:52:25.240004Z"
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@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-08-21T23:17:02.162026Z"
+     "iopub.execute_input": "2024-08-22T00:52:25.242541Z",
+     "iopub.status.busy": "2024-08-22T00:52:25.242358Z",
+     "iopub.status.idle": "2024-08-22T00:52:25.357509Z",
+     "shell.execute_reply": "2024-08-22T00:52:25.356980Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-21T23:17:02.165164Z",
-     "iopub.status.busy": "2024-08-21T23:17:02.164796Z",
-     "iopub.status.idle": "2024-08-21T23:17:02.167635Z",
-     "shell.execute_reply": "2024-08-21T23:17:02.167158Z"
+     "iopub.execute_input": "2024-08-22T00:52:25.359689Z",
+     "iopub.status.busy": "2024-08-22T00:52:25.359492Z",
+     "iopub.status.idle": "2024-08-22T00:52:25.362611Z",
+     "shell.execute_reply": "2024-08-22T00:52:25.362120Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-21T23:17:02.169789Z",
-     "iopub.status.busy": "2024-08-21T23:17:02.169457Z",
-     "iopub.status.idle": "2024-08-21T23:17:04.356203Z",
-     "shell.execute_reply": "2024-08-21T23:17:04.355515Z"
+     "iopub.execute_input": "2024-08-22T00:52:25.364587Z",
+     "iopub.status.busy": "2024-08-22T00:52:25.364398Z",
+     "iopub.status.idle": "2024-08-22T00:52:27.619586Z",
+     "shell.execute_reply": "2024-08-22T00:52:27.618913Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-21T23:17:04.359367Z",
-     "iopub.status.busy": "2024-08-21T23:17:04.358551Z",
-     "iopub.status.idle": "2024-08-21T23:17:04.370000Z",
-     "shell.execute_reply": "2024-08-21T23:17:04.369530Z"
+     "iopub.execute_input": "2024-08-22T00:52:27.622637Z",
+     "iopub.status.busy": "2024-08-22T00:52:27.621998Z",
+     "iopub.status.idle": "2024-08-22T00:52:27.634956Z",
+     "shell.execute_reply": "2024-08-22T00:52:27.634452Z"
     }
    },
    "outputs": [
@@ -786,10 +786,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-21T23:17:04.372165Z",
-     "iopub.status.busy": "2024-08-21T23:17:04.371821Z",
-     "iopub.status.idle": "2024-08-21T23:17:04.411674Z",
-     "shell.execute_reply": "2024-08-21T23:17:04.411218Z"
+     "iopub.execute_input": "2024-08-22T00:52:27.637282Z",
+     "iopub.status.busy": "2024-08-22T00:52:27.636940Z",
+     "iopub.status.idle": "2024-08-22T00:52:27.678076Z",
+     "shell.execute_reply": "2024-08-22T00:52:27.677554Z"
     },
     "nbsphinx": "hidden"
    },