.. _api.sklearn:

================
Scikit-Learn API
================

LGBMClassifier
==============
.. currentmodule:: xorbits.lightgbm

Constructor
~~~~~~~~~~~
.. autosummary::
    :toctree: _generate/

    LGBMClassifier


Attributes
~~~~~~~~~~
.. autosummary::
    :toctree: _generate/

    LGBMClassifier.fit
    LGBMClassifier.get_params
    LGBMClassifier.load_model
    LGBMClassifier.predict
    LGBMClassifier.predict_proba
    LGBMClassifier.score
    LGBMClassifier.set_params
    LGBMClassifier.to_local

LGBMRegressor
=============
.. currentmodule:: xorbits.lightgbm

Constructor
~~~~~~~~~~~
.. autosummary::
    :toctree: _generate/

    LGBMRegressor


Attributes
~~~~~~~~~~
.. autosummary::
    :toctree: _generate/

    LGBMRegressor.fit
    LGBMRegressor.get_params
    LGBMRegressor.load_model
    LGBMRegressor.predict
    LGBMRegressor.predict_proba
    LGBMRegressor.score
    LGBMRegressor.set_params
    LGBMRegressor.to_local

LGBMRanker
==========
.. currentmodule:: xorbits.lightgbm

Constructor
~~~~~~~~~~~
.. autosummary::
    :toctree: _generate/

    LGBMRanker


Attributes
~~~~~~~~~~
.. autosummary::
    :toctree: _generate/

    LGBMRanker.fit
    LGBMRanker.get_params
    LGBMRanker.load_model
    LGBMRanker.predict
    LGBMRanker.predict_proba
    LGBMRanker.score
    LGBMRanker.set_params
    LGBMRanker.to_local