.. role:: hidden
    :class: hidden-section

Components: dataset
===================

autogluon.eda.visualization.dataset
-----------------------------------

.. automodule:: autogluon.eda.visualization.dataset
.. currentmodule:: autogluon.eda.visualization.dataset

.. autosummary::
   :nosignatures:

   DatasetStatistics
   DatasetTypeMismatch
   LabelInsightsVisualization

:hidden:`DatasetStatistics`
~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: DatasetStatistics
   :members: init

:hidden:`DatasetTypeMismatch`
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: DatasetTypeMismatch
   :members: init

:hidden:`LabelInsightsVisualization`
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: LabelInsightsVisualization
   :members: init


autogluon.eda.analysis.dataset
------------------------------

.. automodule:: autogluon.eda.analysis.dataset
.. currentmodule:: autogluon.eda.analysis.dataset

.. autosummary::
   :nosignatures:

   Sampler
   TrainValidationSplit
   ProblemTypeControl
   RawTypesAnalysis
   VariableTypeAnalysis
   SpecialTypesAnalysis
   DatasetSummary
   LabelInsightsAnalysis

:hidden:`Sampler`
~~~~~~~~~~~~~~~~~

.. autoclass:: Sampler
   :members: init


:hidden:`TrainValidationSplit`
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: TrainValidationSplit
   :members: init


:hidden:`ProblemTypeControl`
~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: ProblemTypeControl
   :members: init


:hidden:`RawTypesAnalysis`
~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: RawTypesAnalysis
   :members: init


:hidden:`VariableTypeAnalysis`
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: VariableTypeAnalysis
   :members: init


:hidden:`SpecialTypesAnalysis`
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: SpecialTypesAnalysis
   :members: init


:hidden:`DatasetSummary`
~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: DatasetSummary
   :members: init


:hidden:`LabelInsightsAnalysis`
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. autoclass:: LabelInsightsAnalysis
   :members: init