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Tianqi Chen 2015-04-28 19:13:13 -07:00
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XGBoost: eXtreme Gradient Boosting XGBoost: eXtreme Gradient Boosting
================================== ==================================
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An optimized general purpose gradient boosting library. The library is parallelized, and also provides an optimized distributed version. An optimized general purpose gradient boosting library. The library is parallelized, and also provides an optimized distributed version.
It implements machine learning algorithm under gradient boosting framework, including generalized linear model and gradient boosted regression tree (GBDT). XGBoost can also also distributed and scale to Terascale data It implements machine learning algorithm under gradient boosting framework, including generalized linear model and gradient boosted regression tree (GBDT). XGBoost can also also distributed and scale to Terascale data
@ -15,6 +14,8 @@ Please join [XGBoost User Group](https://groups.google.com/forum/#!forum/xgboost
- Use issue tracker for bug reports, feature requests etc. - Use issue tracker for bug reports, feature requests etc.
- Use the user group to post your experience, ask questions about general usages. - Use the user group to post your experience, ask questions about general usages.
[![Gitter chat for developers at https://gitter.im/dmlc/xgboost](https://badges.gitter.im/Join%20Chat.svg)](https://gitter.im/dmlc/xgboost?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
Distributed Version: [Distributed XGBoost](multi-node) Distributed Version: [Distributed XGBoost](multi-node)
Highlights of Usecases: [Highlight Links](doc/README.md#highlight-links) Highlights of Usecases: [Highlight Links](doc/README.md#highlight-links)