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:

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