deploy: cleanlab/cleanlab@aeab1d1

cleanlab · Nov 16, 2023 · 1e9410e · 1e9410e
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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: 96116035c7636c40353c24575e9921e6
+config: 2050e91a397d4e56417131974ec2198a
 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/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/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/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": {
     "execution": {
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-     "iopub.status.busy": "2023-11-13T05:56:32.852764Z",
-     "iopub.status.idle": "2023-11-13T05:56:34.171607Z",
-     "shell.execute_reply": "2023-11-13T05:56:34.170792Z"
+     "iopub.execute_input": "2023-11-16T10:52:25.091872Z",
+     "iopub.status.busy": "2023-11-16T10:52:25.091669Z",
+     "iopub.status.idle": "2023-11-16T10:52:26.235877Z",
+     "shell.execute_reply": "2023-11-16T10:52:26.235247Z"
     },
     "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@79a2760ff61f8608f9a07bf1ab9e2d6fea6ccd45\n",
+    "    %pip install git+https://github.com/cleanlab/cleanlab.git@aeab1d1577df66c98890739da91c3d63d4b343d8\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": "2023-11-13T05:56:34.178136Z"
+     "iopub.execute_input": "2023-11-16T10:52:26.238768Z",
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+     "iopub.status.idle": "2023-11-16T10:52:26.241987Z",
+     "shell.execute_reply": "2023-11-16T10:52:26.241360Z"
     }
    },
    "outputs": [],
@@ -250,10 +250,10 @@
    "execution_count": 3,
    "metadata": {
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-     "iopub.execute_input": "2023-11-13T05:56:34.182564Z",
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-     "shell.execute_reply": "2023-11-13T05:56:34.194457Z"
+     "iopub.execute_input": "2023-11-16T10:52:26.244673Z",
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+     "shell.execute_reply": "2023-11-16T10:52:26.253607Z"
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@@ -351,10 +351,10 @@
    "execution_count": 4,
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-     "shell.execute_reply": "2023-11-13T05:56:34.204294Z"
+     "iopub.execute_input": "2023-11-16T10:52:26.256821Z",
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+     "iopub.status.idle": "2023-11-16T10:52:26.261925Z",
+     "shell.execute_reply": "2023-11-16T10:52:26.261293Z"
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@@ -443,10 +443,10 @@
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-     "shell.execute_reply": "2023-11-13T05:56:34.578830Z"
+     "iopub.execute_input": "2023-11-16T10:52:26.264763Z",
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@@ -515,10 +515,10 @@
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-     "shell.execute_reply": "2023-11-13T05:56:34.974318Z"
+     "iopub.execute_input": "2023-11-16T10:52:26.567890Z",
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@@ -554,10 +554,10 @@
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-     "shell.execute_reply": "2023-11-13T05:56:34.982545Z"
+     "iopub.execute_input": "2023-11-16T10:52:26.953933Z",
+     "iopub.status.busy": "2023-11-16T10:52:26.953437Z",
+     "iopub.status.idle": "2023-11-16T10:52:26.956539Z",
+     "shell.execute_reply": "2023-11-16T10:52:26.955986Z"
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@@ -596,10 +596,10 @@
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-     "iopub.status.busy": "2023-11-13T05:56:34.986082Z",
-     "iopub.status.idle": "2023-11-13T05:56:35.017004Z",
-     "shell.execute_reply": "2023-11-13T05:56:35.016285Z"
+     "iopub.execute_input": "2023-11-16T10:52:26.959032Z",
+     "iopub.status.busy": "2023-11-16T10:52:26.958822Z",
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+     "shell.execute_reply": "2023-11-16T10:52:26.984249Z"
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@@ -632,10 +632,10 @@
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-     "iopub.status.idle": "2023-11-13T05:56:36.736567Z",
-     "shell.execute_reply": "2023-11-13T05:56:36.735753Z"
+     "iopub.execute_input": "2023-11-16T10:52:26.987851Z",
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+     "iopub.status.idle": "2023-11-16T10:52:28.387636Z",
+     "shell.execute_reply": "2023-11-16T10:52:28.386868Z"
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    "outputs": [
@@ -677,10 +677,10 @@
    "execution_count": 10,
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-     "iopub.status.busy": "2023-11-13T05:56:36.740490Z",
-     "iopub.status.idle": "2023-11-13T05:56:36.764516Z",
-     "shell.execute_reply": "2023-11-13T05:56:36.763502Z"
+     "iopub.execute_input": "2023-11-16T10:52:28.390801Z",
+     "iopub.status.busy": "2023-11-16T10:52:28.390303Z",
+     "iopub.status.idle": "2023-11-16T10:52:28.408280Z",
+     "shell.execute_reply": "2023-11-16T10:52:28.407597Z"
     }
    },
    "outputs": [
@@ -754,8 +754,8 @@
       "     is_near_duplicate_issue  near_duplicate_score near_duplicate_sets  distance_to_nearest_neighbor\n",
       "131                     True          0.000000e+00               [123]                  0.000000e+00\n",
       "123                     True          0.000000e+00               [131]                  0.000000e+00\n",
-      "130                     True          4.463180e-07               [129]                  4.463180e-07\n",
       "129                     True          4.463180e-07               [130]                  4.463180e-07\n",
+      "130                     True          4.463180e-07               [129]                  4.463180e-07\n",
       "51                     False          3.857172e-02                  []                  3.859087e-02\n",
       "\n",
       "\n",
@@ -814,10 +814,10 @@
    "execution_count": 11,
    "metadata": {
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-     "iopub.execute_input": "2023-11-13T05:56:36.768328Z",
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-     "shell.execute_reply": "2023-11-13T05:56:36.776698Z"
+     "iopub.execute_input": "2023-11-16T10:52:28.411259Z",
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+     "shell.execute_reply": "2023-11-16T10:52:28.417450Z"
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    "outputs": [
@@ -907,10 +907,10 @@
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-     "iopub.status.idle": "2023-11-13T05:56:36.789836Z",
-     "shell.execute_reply": "2023-11-13T05:56:36.789202Z"
+     "iopub.execute_input": "2023-11-16T10:52:28.420625Z",
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+     "shell.execute_reply": "2023-11-16T10:52:28.426036Z"
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    "outputs": [
@@ -977,10 +977,10 @@
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-     "shell.execute_reply": "2023-11-13T05:56:36.804668Z"
+     "iopub.execute_input": "2023-11-16T10:52:28.429081Z",
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+     "shell.execute_reply": "2023-11-16T10:52:28.437195Z"
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    "outputs": [
@@ -1122,10 +1122,10 @@
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-     "iopub.execute_input": "2023-11-13T05:56:36.808395Z",
-     "iopub.status.busy": "2023-11-13T05:56:36.808010Z",
-     "iopub.status.idle": "2023-11-13T05:56:36.820584Z",
-     "shell.execute_reply": "2023-11-13T05:56:36.819893Z"
+     "iopub.execute_input": "2023-11-16T10:52:28.440207Z",
+     "iopub.status.busy": "2023-11-16T10:52:28.440006Z",
+     "iopub.status.idle": "2023-11-16T10:52:28.450321Z",
+     "shell.execute_reply": "2023-11-16T10:52:28.449772Z"
     }
    },
    "outputs": [
@@ -1241,10 +1241,10 @@
    "execution_count": 15,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-13T05:56:36.823787Z",
-     "iopub.status.busy": "2023-11-13T05:56:36.823409Z",
-     "iopub.status.idle": "2023-11-13T05:56:36.833456Z",
-     "shell.execute_reply": "2023-11-13T05:56:36.832765Z"
+     "iopub.execute_input": "2023-11-16T10:52:28.452877Z",
+     "iopub.status.busy": "2023-11-16T10:52:28.452666Z",
+     "iopub.status.idle": "2023-11-16T10:52:28.461112Z",
+     "shell.execute_reply": "2023-11-16T10:52:28.460516Z"
     },
     "scrolled": true
    },
@@ -1357,10 +1357,10 @@
    "execution_count": 16,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-13T05:56:36.837085Z",
-     "iopub.status.busy": "2023-11-13T05:56:36.836470Z",
-     "iopub.status.idle": "2023-11-13T05:56:36.848880Z",
-     "shell.execute_reply": "2023-11-13T05:56:36.848186Z"
+     "iopub.execute_input": "2023-11-16T10:52:28.463844Z",
+     "iopub.status.busy": "2023-11-16T10:52:28.463392Z",
+     "iopub.status.idle": "2023-11-16T10:52:28.474585Z",
+     "shell.execute_reply": "2023-11-16T10:52:28.473871Z"
     }
    },
    "outputs": [