xgboost/doc/python/python_api.rst
Philip Hyunsu Cho e19dded9a3
Doc modernization (#3474)
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* Rewrite Intro doc in reST; create toctree
* Update parameter and contribute
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* Convert Python tutorials to reST
* Convert CLI and Julia docs to reST
* Enable markdown for R vignettes
* Done migrating to reST
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2018-08-13 00:25:54 -07:00

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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