deploy: cleanlab/cleanlab@b9796a5

cleanlab · Aug 21, 2024 · 4aafcd8 · 4aafcd8
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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: ce5d9fe96839fc9c29788e3750b71c98
+config: 0409c4d0a00494f33d51f863870c3cb0
 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": {
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-     "shell.execute_reply": "2024-08-20T02:13:15.741315Z"
+     "iopub.execute_input": "2024-08-21T00:38:23.829302Z",
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+     "iopub.status.idle": "2024-08-21T00:38:25.080193Z",
+     "shell.execute_reply": "2024-08-21T00:38:25.079552Z"
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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@8bc7cc91f720f852a8b18530ef5dcbc166653031\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@b9796a540c4b8fcfe0647dc7dafe447a3738499c\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": "2024-08-20T02:13:15.764575Z"
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@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-08-20T02:13:15.908955Z"
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@@ -305,10 +305,10 @@
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-     "shell.execute_reply": "2024-08-20T02:13:15.944095Z"
+     "iopub.execute_input": "2024-08-21T00:38:25.290166Z",
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-08-20T02:13:15.954360Z"
+     "iopub.execute_input": "2024-08-21T00:38:25.295476Z",
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+     "iopub.status.idle": "2024-08-21T00:38:25.303395Z",
+     "shell.execute_reply": "2024-08-21T00:38:25.302840Z"
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@@ -384,10 +384,10 @@
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-     "iopub.status.idle": "2024-08-20T02:13:15.959396Z",
-     "shell.execute_reply": "2024-08-20T02:13:15.958850Z"
+     "iopub.execute_input": "2024-08-21T00:38:25.305638Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-08-20T02:13:16.491677Z"
+     "iopub.execute_input": "2024-08-21T00:38:25.309939Z",
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@@ -446,10 +446,10 @@
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-     "iopub.status.idle": "2024-08-20T02:13:18.632020Z",
-     "shell.execute_reply": "2024-08-20T02:13:18.631415Z"
+     "iopub.execute_input": "2024-08-21T00:38:25.830272Z",
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@@ -481,10 +481,10 @@
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-     "iopub.status.idle": "2024-08-20T02:13:18.644480Z",
-     "shell.execute_reply": "2024-08-20T02:13:18.643943Z"
+     "iopub.execute_input": "2024-08-21T00:38:27.733405Z",
+     "iopub.status.busy": "2024-08-21T00:38:27.732797Z",
+     "iopub.status.idle": "2024-08-21T00:38:27.743240Z",
+     "shell.execute_reply": "2024-08-21T00:38:27.742797Z"
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    "outputs": [
@@ -605,10 +605,10 @@
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-     "iopub.status.idle": "2024-08-20T02:13:18.650757Z",
-     "shell.execute_reply": "2024-08-20T02:13:18.650211Z"
+     "iopub.execute_input": "2024-08-21T00:38:27.745348Z",
+     "iopub.status.busy": "2024-08-21T00:38:27.745054Z",
+     "iopub.status.idle": "2024-08-21T00:38:27.749349Z",
+     "shell.execute_reply": "2024-08-21T00:38:27.748910Z"
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@@ -633,10 +633,10 @@
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-     "iopub.status.busy": "2024-08-20T02:13:18.652746Z",
-     "iopub.status.idle": "2024-08-20T02:13:18.659774Z",
-     "shell.execute_reply": "2024-08-20T02:13:18.659338Z"
+     "iopub.execute_input": "2024-08-21T00:38:27.751347Z",
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+     "shell.execute_reply": "2024-08-21T00:38:27.759174Z"
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@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-08-20T02:13:18.775376Z"
+     "iopub.execute_input": "2024-08-21T00:38:27.761623Z",
+     "iopub.status.busy": "2024-08-21T00:38:27.761294Z",
+     "iopub.status.idle": "2024-08-21T00:38:27.873862Z",
+     "shell.execute_reply": "2024-08-21T00:38:27.873367Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-20T02:13:18.778214Z",
-     "iopub.status.busy": "2024-08-20T02:13:18.777806Z",
-     "iopub.status.idle": "2024-08-20T02:13:18.780766Z",
-     "shell.execute_reply": "2024-08-20T02:13:18.780193Z"
+     "iopub.execute_input": "2024-08-21T00:38:27.876020Z",
+     "iopub.status.busy": "2024-08-21T00:38:27.875661Z",
+     "iopub.status.idle": "2024-08-21T00:38:27.878456Z",
+     "shell.execute_reply": "2024-08-21T00:38:27.877996Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-20T02:13:18.782931Z",
-     "iopub.status.busy": "2024-08-20T02:13:18.782591Z",
-     "iopub.status.idle": "2024-08-20T02:13:21.085811Z",
-     "shell.execute_reply": "2024-08-20T02:13:21.085149Z"
+     "iopub.execute_input": "2024-08-21T00:38:27.880370Z",
+     "iopub.status.busy": "2024-08-21T00:38:27.880037Z",
+     "iopub.status.idle": "2024-08-21T00:38:30.018806Z",
+     "shell.execute_reply": "2024-08-21T00:38:30.018038Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-20T02:13:21.088966Z",
-     "iopub.status.busy": "2024-08-20T02:13:21.088109Z",
-     "iopub.status.idle": "2024-08-20T02:13:21.100164Z",
-     "shell.execute_reply": "2024-08-20T02:13:21.099584Z"
+     "iopub.execute_input": "2024-08-21T00:38:30.022393Z",
+     "iopub.status.busy": "2024-08-21T00:38:30.021364Z",
+     "iopub.status.idle": "2024-08-21T00:38:30.033059Z",
+     "shell.execute_reply": "2024-08-21T00:38:30.032580Z"
     }
    },
    "outputs": [
@@ -786,10 +786,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-08-20T02:13:21.102404Z",
-     "iopub.status.busy": "2024-08-20T02:13:21.102072Z",
-     "iopub.status.idle": "2024-08-20T02:13:21.144817Z",
-     "shell.execute_reply": "2024-08-20T02:13:21.144212Z"
+     "iopub.execute_input": "2024-08-21T00:38:30.035104Z",
+     "iopub.status.busy": "2024-08-21T00:38:30.034922Z",
+     "iopub.status.idle": "2024-08-21T00:38:30.076162Z",
+     "shell.execute_reply": "2024-08-21T00:38:30.075625Z"
     },
     "nbsphinx": "hidden"
    },