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.

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Core Data Structure

.. automodule:: xgboost.core

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

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

.. automodule:: xgboost.training

.. autofunction:: xgboost.train

.. autofunction:: xgboost.cv

.. automodule:: xgboost.sklearn

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

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

.. automodule:: xgboost.plotting

.. autofunction:: xgboost.plot_importance

.. autofunction:: xgboost.plot_tree

.. autofunction:: xgboost.to_graphviz