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README.md
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README.md
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LightGBM, Light Gradient Boosting Machine
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=========================================
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[![Build Status](https://travis-ci.org/Microsoft/LightGBM.svg?branch=master)](https://travis-ci.org/Microsoft/LightGBM)
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[![Windows Build status](https://ci.appveyor.com/api/projects/status/1ys5ot401m0fep6l/branch/master?svg=true)](https://ci.appveyor.com/project/guolinke/lightgbm/branch/master)
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[![Documentation Status](https://readthedocs.org/projects/lightgbm/badge/?version=latest)](http://lightgbm.readthedocs.io/)
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[![PyPI version](https://badge.fury.io/py/lightgbm.svg)](https://badge.fury.io/py/lightgbm)
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|| Linux | Windows | macOS |
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|CPU| [![CPU][1]][5] | [![CPU][4]][6] | [![CPU][7]][5] |
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|GPU| [![GPU][2]][5] | [![CPU][4]][6] | |
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|Pip| [![Pip][3]][5] | [![CPU][4]][6] | [![Pip][8]][5] |
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[1]: https://travis-matrix-badges.herokuapp.com/repos/Microsoft/LightGBM/branches/master/1
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[2]: https://travis-matrix-badges.herokuapp.com/repos/Microsoft/LightGBM/branches/master/3
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[3]: https://travis-matrix-badges.herokuapp.com/repos/Microsoft/LightGBM/branches/master/4
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[4]: https://ci.appveyor.com/api/projects/status/1ys5ot401m0fep6l/branch/master?svg=true
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[5]: https://travis-ci.org/Microsoft/LightGBM
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[6]: https://ci.appveyor.com/project/guolinke/lightgbm/branch/master
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[7]: https://travis-matrix-badges.herokuapp.com/repos/Microsoft/LightGBM/branches/master/7
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[8]: https://travis-matrix-badges.herokuapp.com/repos/Microsoft/LightGBM/branches/master/9
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LightGBM is a gradient boosting framework that uses tree based learning algorithms. It is designed to be distributed and efficient with the following advantages:
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- Faster training speed and higher efficiency
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