.. _learn_lightgbm_ref:

LightGBM Integration
====================

.. currentmodule:: maxframe.learn.contrib

Data Structure
--------------

.. autosummary::
   :toctree: generated/

   lightgbm.Dataset

Training
--------

.. autosummary::
   :toctree: generated/

   lightgbm.predict
   lightgbm.train

Callbacks
---------

.. autosummary::
    :toctree: generated/

    lightgbm.callback.early_stopping
    lightgbm.callback.reset_parameter

Scikit-learn API
----------------

.. autosummary::
   :toctree: generated/

   lightgbm.LGBMClassifier
   lightgbm.LGBMRegressor