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index.html
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---
layout: index
title: "XGBoost"
order : 0
description: "XGBoost"
---
{% include JB/setup %}
<div id="banner-container">
<div id="banner-title">
<p>
Scalable and Flexible Gradient Boosting
</p>
<div id="banner-subtitle">
</div>
<div id="banner-social">
<span>
<iframe src="https://ghbtns.com/github-btn.html?user=dmlc&repo=xgboost&type=star&count=true&v=2"
frameborder="0" scrolling="0" width="120px" height="20px"></iframe>
<iframe src="https://ghbtns.com/github-btn.html?user=dmlc&repo=xgboost&type=fork&count=true&v=2"
frameborder="0" scrolling="0" width="100px" height="20px"></iframe>
</span>
</div>
<p>
<a href="/about" class="link-btn" id="banner-btn">Get Started</a>
</p>
</div>
</div>
<div class="section-tout">
<div class="container">
<div class="row">
<div class="col-lg-4 col-sm-6">
<h3><i class="fa fa-flag"></i> Flexible</h3>
<p>Supports regression, classification, ranking and user defined objectives.
</p>
</div>
<div class="col-lg-4 col-sm-6">
<h3><i class="fa fa-cube"></i> Portable</h3>
<p>Runs on Windows, Linux and OS X, as well as various cloud Platforms</p>
</div>
<div class="col-lg-4 col-sm-6">
<h3><i class="fa fa-wrench"></i>Multiple Languages</h3>
<p>Supports multiple languages including C++, Python, R, Java, Scala, Julia.</p>
</div>
<div class="col-lg-4 col-sm-6">
<h3><i class="fa fa-cogs"></i> Battle-tested</h3>
<p>Wins many data science and machine learning challenges.
Used in production by multiple companies.
</p>
</div>
<div class="col-lg-4 col-sm-6">
<h3><i class="fa fa-cloud"></i>Distributed on Cloud</h3>
<p>Supports distributed training on multiple machines, including AWS,
GCE, Azure, and Yarn clusters. Can be integrated with Flink, Spark and other cloud dataflow systems.</p>
</div>
<div class="col-lg-4 col-sm-6">
<h3><i class="fa fa-rocket"></i> Performance</h3>
<p>The well-optimized backend system for the best performance with limited resources.
The distributed version solves problems beyond billions of examples with same code.
</p>
</div>
</div>
</div>
</div>