chore: import upstream snapshot with attribution

2026-07-13 12:49:22 +08:00
commit a41b2ab474
303 changed files with 64772 additions and 0 deletions
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+imagelab
+=============
+
+
+.. automodule:: cleanlab.datalab.internal.adapter.imagelab
+    :autosummary:
+    :members:
+    :undoc-members:
+    :show-inheritance:
@@ -0,0 +1,10 @@
+adapter
+=============
+
+.. warning::
+    Methods in this ``adapter`` module are intended for internal use within the ``cleanlab`` package. They are not guaranteed to be stable between different versions.
+
+.. toctree::
+    :maxdepth: 2
+
+    imagelab
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+data
+====
+
+.. automodule:: cleanlab.datalab.internal.data
+   :autosummary:
+   :members:
+   :undoc-members:
+   :show-inheritance:
+   :ignore-module-all:
@@ -0,0 +1,9 @@
+data_issues
+===========
+
+.. automodule:: cleanlab.datalab.internal.data_issues
+   :autosummary:
+   :members:
+   :undoc-members:
+   :show-inheritance:
+   :ignore-module-all:
@@ -0,0 +1,9 @@
+factory
+=======
+
+.. automodule:: cleanlab.datalab.internal.issue_manager_factory
+   :autosummary:
+   :members:
+   :undoc-members:
+   :show-inheritance:
+   :ignore-module-all:
@@ -0,0 +1,26 @@
+internal
+========
+
+.. warning::
+    Methods in this ``internal`` module are intended for internal use within the ``cleanlab`` package. They are not guaranteed to be stable between different versions.
+
+.. automodule:: cleanlab.datalab.internal
+   :autosummary:
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+
+
+.. toctree::
+    :maxdepth: 2
+
+    adapter/index
+    data
+    data_issues
+    issue_finder
+    factory
+    model_outputs
+    issue_manager/index
+    report
+    task
@@ -0,0 +1,12 @@
+issue_finder
+============
+
+.. note:: This module is not intended to be used directly by users. It is used by the :mod:`cleanlab.datalab.datalab` module.
+   Specifically, it is used by the :py:meth:`Datalab.find_issues <cleanlab.datalab.datalab.Datalab.find_issues>` method.
+
+.. automodule:: cleanlab.datalab.internal.issue_finder
+   :autosummary:
+   :members:
+   :undoc-members:
+   :show-inheritance:
+   :ignore-module-all:
@@ -0,0 +1,5 @@
+.. warning::
+
+    This issue manager isn't set up for direct Datalab use yet.
+
+    Register it first using `~cleanlab.datalab.internal.issue_manager_factory.register`.
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+data_valuation
+===========
+
+
+.. automodule:: cleanlab.datalab.internal.issue_manager.data_valuation
+    :autosummary:
+    :members:
+    :undoc-members:
+    :show-inheritance:
@@ -0,0 +1,9 @@
+duplicate
+=========
+
+
+.. automodule:: cleanlab.datalab.internal.issue_manager.duplicate
+    :autosummary:
+    :members:
+    :undoc-members:
+    :show-inheritance:
@@ -0,0 +1,9 @@
+imbalance
+=========
+
+
+.. automodule:: cleanlab.datalab.internal.issue_manager.imbalance
+    :autosummary:
+    :members:
+    :undoc-members:
+    :show-inheritance:
@@ -0,0 +1,29 @@
+issue_manager
+=============
+
+.. warning::
+    Methods in this ``issue_manager`` module are bleeding edge and may have sharp edges. They are not guaranteed to be stable between different ``cleanlab`` versions.
+
+
+Registered issue managers
+-------------------------
+
+These are the issue managers that Datalab has registered.
+
+.. toctree::
+    Base issue_manager module <issue_manager>
+    label
+    outlier
+    duplicate
+    noniid
+    imbalance
+    underperforming_group
+    null
+    data_valuation
+
+ML task-specific issue managers
+---------------------------------
+
+.. toctree::
+    regression/index
+    multilabel/index
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+issue_manager
+=============
+
+.. automodule:: cleanlab.datalab.internal.issue_manager.issue_manager
+    :autosummary:
+    :members:
+    :undoc-members:
+    :show-inheritance:
@@ -0,0 +1,8 @@
+label
+=====
+
+.. automodule:: cleanlab.datalab.internal.issue_manager.label
+    :autosummary:
+    :members:
+    :undoc-members:
+    :show-inheritance:
@@ -0,0 +1,8 @@
+multilabel
+==========
+
+.. warning::
+    Methods in this ``multilabel`` module are bleeding edge and may have sharp edges. They are not guaranteed to be stable between different ``cleanlab`` versions.
+
+.. toctree::
+    label
@@ -0,0 +1,8 @@
+label
+=====
+
+.. automodule:: cleanlab.datalab.internal.issue_manager.multilabel.label
+    :autosummary:
+    :members:
+    :undoc-members:
+    :show-inheritance:
@@ -0,0 +1,9 @@
+noniid
+=======
+
+
+.. automodule:: cleanlab.datalab.internal.issue_manager.noniid
+    :autosummary:
+    :members:
+    :undoc-members:
+    :show-inheritance:
@@ -0,0 +1,10 @@
+null
+====
+
+.. include:: _notices/not_registered.rst
+
+.. automodule:: cleanlab.datalab.internal.issue_manager.null
+    :autosummary:
+    :members:
+    :undoc-members:
+    :show-inheritance:
@@ -0,0 +1,9 @@
+outlier
+=======
+
+
+.. automodule:: cleanlab.datalab.internal.issue_manager.outlier
+    :autosummary:
+    :members:
+    :undoc-members:
+    :show-inheritance:
@@ -0,0 +1,8 @@
+regression
+==========
+
+.. warning::
+    Methods in this ``regression`` module are bleeding edge and may have sharp edges. They are not guaranteed to be stable between different ``cleanlab`` versions.
+
+.. toctree::
+    label
@@ -0,0 +1,8 @@
+label
+=====
+
+.. automodule:: cleanlab.datalab.internal.issue_manager.regression.label
+    :autosummary:
+    :members:
+    :undoc-members:
+    :show-inheritance:
@@ -0,0 +1,9 @@
+underperforming_group
+=========
+
+
+.. automodule:: cleanlab.datalab.internal.issue_manager.underperforming_group
+    :autosummary:
+    :members:
+    :undoc-members:
+    :show-inheritance:
@@ -0,0 +1,7 @@
+model_outputs
+=============
+
+.. automodule:: cleanlab.datalab.internal.model_outputs
+    :members:
+    :undoc-members:
+    :show-inheritance:
@@ -0,0 +1,12 @@
+report
+======
+
+.. note:: This module is not intended to be used directly by users. It is used by the :mod:`cleanlab.datalab.datalab` module.
+   Specifically, it is used by the :py:meth:`Datalab.report <cleanlab.datalab.datalab.Datalab.report>` method.
+
+.. automodule:: cleanlab.datalab.internal.report
+   :autosummary:
+   :members:
+   :undoc-members:
+   :show-inheritance:
+   :ignore-module-all:
@@ -0,0 +1,11 @@
+task
+====
+
+.. note:: This module is not intended to be used directly by users. It is used by the :mod:`cleanlab.datalab.datalab` module.
+
+.. automodule:: cleanlab.datalab.internal.task
+   :autosummary:
+   :members:
+   :undoc-members:
+   :show-inheritance:
+   :ignore-module-all: