Python API Reference
====================
This page gives the Python API reference of xgboost, please also refer to Python Package Introduction for more information about python package.

Core Data Structure
-------------------
.. automodule:: xgboost.core

.. autoclass:: xgboost.DMatrix
    :members:
    :show-inheritance:

.. autoclass:: xgboost.Booster
    :members:
    :show-inheritance:


Learning API
------------
.. automodule:: xgboost.training

.. autofunction:: xgboost.train

.. autofunction:: xgboost.cv


Scikit-Learn API
----------------
.. automodule:: xgboost.sklearn
.. autoclass:: xgboost.XGBRegressor
    :members:
    :show-inheritance:
.. autoclass:: xgboost.XGBClassifier
    :members:
    :show-inheritance:

Plotting API
------------
.. automodule:: xgboost.plotting

.. autofunction:: xgboost.plot_importance

.. autofunction:: xgboost.plot_tree

.. autofunction:: xgboost.to_graphviz