deploy: cleanlab/cleanlab@a043470

cleanlab · May 24, 2024 · 660507b · 660507b
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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: 968a66b0473ab60595f0d504c1ee6a73
+config: 85adb3bca497ea50b6b3819dd434747f
 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": {
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-     "iopub.status.idle": "2024-05-23T15:11:31.129872Z",
-     "shell.execute_reply": "2024-05-23T15:11:31.129360Z"
+     "iopub.execute_input": "2024-05-24T13:25:23.139397Z",
+     "iopub.status.busy": "2024-05-24T13:25:23.139224Z",
+     "iopub.status.idle": "2024-05-24T13:25:24.372742Z",
+     "shell.execute_reply": "2024-05-24T13:25:24.372183Z"
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     "nbsphinx": "hidden"
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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@4e2cafbc517f092cd088ca83bf49eef8767d363f\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@a043470e34dd8d14bd4e2b8cd3933e9bfc94010c\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": "2024-05-23T15:11:31.150275Z"
+     "iopub.execute_input": "2024-05-24T13:25:24.375484Z",
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+     "shell.execute_reply": "2024-05-24T13:25:24.393036Z"
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@@ -195,10 +195,10 @@
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-     "shell.execute_reply": "2024-05-23T15:11:35.096917Z"
+     "iopub.execute_input": "2024-05-24T13:25:24.396129Z",
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@@ -305,10 +305,10 @@
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-     "shell.execute_reply": "2024-05-23T15:11:35.130146Z"
+     "iopub.execute_input": "2024-05-24T13:25:24.571342Z",
+     "iopub.status.busy": "2024-05-24T13:25:24.570786Z",
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+     "shell.execute_reply": "2024-05-24T13:25:24.574442Z"
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@@ -329,10 +329,10 @@
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-     "shell.execute_reply": "2024-05-23T15:11:35.140328Z"
+     "iopub.execute_input": "2024-05-24T13:25:24.577093Z",
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+     "shell.execute_reply": "2024-05-24T13:25:24.585142Z"
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@@ -384,10 +384,10 @@
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-     "shell.execute_reply": "2024-05-23T15:11:35.144612Z"
+     "iopub.execute_input": "2024-05-24T13:25:24.587758Z",
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@@ -409,10 +409,10 @@
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-     "shell.execute_reply": "2024-05-23T15:11:35.664730Z"
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@@ -446,10 +446,10 @@
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-     "shell.execute_reply": "2024-05-23T15:11:37.304102Z"
+     "iopub.execute_input": "2024-05-24T13:25:25.119932Z",
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@@ -481,10 +481,10 @@
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-     "shell.execute_reply": "2024-05-23T15:11:37.316560Z"
+     "iopub.execute_input": "2024-05-24T13:25:26.821849Z",
+     "iopub.status.busy": "2024-05-24T13:25:26.821280Z",
+     "iopub.status.idle": "2024-05-24T13:25:26.831564Z",
+     "shell.execute_reply": "2024-05-24T13:25:26.831082Z"
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@@ -605,10 +605,10 @@
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-     "iopub.status.idle": "2024-05-23T15:11:37.322531Z",
-     "shell.execute_reply": "2024-05-23T15:11:37.322054Z"
+     "iopub.execute_input": "2024-05-24T13:25:26.833725Z",
+     "iopub.status.busy": "2024-05-24T13:25:26.833341Z",
+     "iopub.status.idle": "2024-05-24T13:25:26.837609Z",
+     "shell.execute_reply": "2024-05-24T13:25:26.837171Z"
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@@ -633,10 +633,10 @@
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-     "iopub.status.busy": "2024-05-23T15:11:37.324160Z",
-     "iopub.status.idle": "2024-05-23T15:11:37.331172Z",
-     "shell.execute_reply": "2024-05-23T15:11:37.330632Z"
+     "iopub.execute_input": "2024-05-24T13:25:26.839785Z",
+     "iopub.status.busy": "2024-05-24T13:25:26.839346Z",
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+     "shell.execute_reply": "2024-05-24T13:25:26.846151Z"
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@@ -658,10 +658,10 @@
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-     "shell.execute_reply": "2024-05-23T15:11:37.444061Z"
+     "iopub.execute_input": "2024-05-24T13:25:26.848894Z",
+     "iopub.status.busy": "2024-05-24T13:25:26.848593Z",
+     "iopub.status.idle": "2024-05-24T13:25:26.963076Z",
+     "shell.execute_reply": "2024-05-24T13:25:26.962464Z"
     }
    },
    "outputs": [
@@ -691,10 +691,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-23T15:11:37.446962Z",
-     "iopub.status.busy": "2024-05-23T15:11:37.446654Z",
-     "iopub.status.idle": "2024-05-23T15:11:37.449408Z",
-     "shell.execute_reply": "2024-05-23T15:11:37.448965Z"
+     "iopub.execute_input": "2024-05-24T13:25:26.965477Z",
+     "iopub.status.busy": "2024-05-24T13:25:26.965008Z",
+     "iopub.status.idle": "2024-05-24T13:25:26.968092Z",
+     "shell.execute_reply": "2024-05-24T13:25:26.967527Z"
     }
    },
    "outputs": [],
@@ -715,10 +715,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-23T15:11:37.451353Z",
-     "iopub.status.busy": "2024-05-23T15:11:37.451177Z",
-     "iopub.status.idle": "2024-05-23T15:11:39.353760Z",
-     "shell.execute_reply": "2024-05-23T15:11:39.353151Z"
+     "iopub.execute_input": "2024-05-24T13:25:26.970226Z",
+     "iopub.status.busy": "2024-05-24T13:25:26.969921Z",
+     "iopub.status.idle": "2024-05-24T13:25:28.942023Z",
+     "shell.execute_reply": "2024-05-24T13:25:28.941340Z"
     }
    },
    "outputs": [],
@@ -738,10 +738,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-23T15:11:39.356604Z",
-     "iopub.status.busy": "2024-05-23T15:11:39.356057Z",
-     "iopub.status.idle": "2024-05-23T15:11:39.367226Z",
-     "shell.execute_reply": "2024-05-23T15:11:39.366744Z"
+     "iopub.execute_input": "2024-05-24T13:25:28.945042Z",
+     "iopub.status.busy": "2024-05-24T13:25:28.944331Z",
+     "iopub.status.idle": "2024-05-24T13:25:28.956087Z",
+     "shell.execute_reply": "2024-05-24T13:25:28.955507Z"
     }
    },
    "outputs": [
@@ -771,10 +771,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-05-23T15:11:39.369106Z",
-     "iopub.status.busy": "2024-05-23T15:11:39.368935Z",
-     "iopub.status.idle": "2024-05-23T15:11:39.401442Z",
-     "shell.execute_reply": "2024-05-23T15:11:39.400993Z"
+     "iopub.execute_input": "2024-05-24T13:25:28.958105Z",
+     "iopub.status.busy": "2024-05-24T13:25:28.957770Z",
+     "iopub.status.idle": "2024-05-24T13:25:29.003732Z",
+     "shell.execute_reply": "2024-05-24T13:25:29.003254Z"
     },
     "nbsphinx": "hidden"
    },