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---
layout: front
comments: false
---
<div class="dmlc-head">
<div class="container">
<h1> <a href="https://github.com/dmlc" ><img src="http://data.dmlc.ml/theme/dmlc.png"
height=50px style="vertical-align: middle; margin-bottom: 4px;"/></a> for Scalable and Reliable Machine Learning </h1>
</div>
</div>
<div class="container">
<h2><a href="archive">News</a> (<a href="feed.xml">RSS</a>)</h2>
<div class="row">
<ul class="post-list">
{% for post in site.posts %}
<li> <h4>{{ post.date | date: "%b %-d, %Y" }} :
<a class="post-link" href="{{ post.url | prepend: site.baseurl }}">{{ post.title }}</a>
</h4>
{% endfor %}
</li>
</ul>
</div>
<hr>
<h2><a href="people.html">Who We Are</a></h2>
<p> DMLC is a group to collaborate on open-source machine learning projects,
with a goal of making cutting-edge large-scale machine learning widely available.
The contributors includes researchers, PhD students and data scientists who are actively working on the field.
</p>
<h2>Machine Learning Libraries</h2>
<div class="row">
<div class="col-md-3">
<h2><a href="https://github.com/dmlc/mxnet">MXNet</a></h2>
<iframe src="https://ghbtns.com/github-btn.html?user=dmlc&repo=mxnet&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=mxnet&type=fork&count=true&v=2"
frameborder="0" scrolling="0" width="120px" height="20px"></iframe>
<br>
<p> Flexible and Efficient Deep Learning Library on Heterogeneous
Distributed Systems</p>
</div>
<div class="col-md-3">
<h2><a href="https://github.com/dmlc/xgboost" >XGBoost</a></h2>
<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="120px" height="20px"></iframe>
<p>General purpose gradient boosting library, including
generalized linear model and gradient boosted decision trees
</p>
</div>
<div class="col-md-3">
<h2><a href="https://github.com/dmlc/minerva">Minerva</a></h2>
<iframe src="https://ghbtns.com/github-btn.html?user=dmlc&repo=minerva&type=star&count=true&v=2"
frameborder="0" scrolling="0" width="100px" height="20px"></iframe>
<iframe src="https://ghbtns.com/github-btn.html?user=dmlc&repo=minerva&type=fork&count=true&v=2"
frameborder="0" scrolling="0" width="100px" height="20px"></iframe>
<p> NDarray programming interface (like Numpy) for deep learning
</p>
</div>
</div>
<hr>
<h2>System Components</h2>
<div class="row">
<div class="col-md-3">
<h2><a href="https://github.com/dmlc/dmlc-core">dmlc-core</a></h2>
<iframe src="https://ghbtns.com/github-btn.html?user=dmlc&repo=dmlc-core&type=star&count=true&v=2"
frameborder="0" scrolling="0" width="100px" height="20px"></iframe>
<iframe src="https://ghbtns.com/github-btn.html?user=dmlc&repo=dmlc-core&type=fork&count=true&v=2"
frameborder="0" scrolling="0" width="100px" height="20px"></iframe>
<p>Data I/O for filesystems
such as HDFS and Amazon S3, with job launchers
for Yarn, MPI, ...</p>
</div>
<div class="col-md-3">
<h2><a href="https://github.com/dmlc/ps-lite" >ps-lite</a></h2>
<iframe src="https://ghbtns.com/github-btn.html?user=dmlc&repo=ps-lite&type=star&count=true&v=2"
frameborder="0" scrolling="0" width="100px" height="20px"></iframe>
<iframe src="https://ghbtns.com/github-btn.html?user=dmlc&repo=ps-lite&type=fork&count=true&v=2"
frameborder="0" scrolling="0" width="100px" height="20px"></iframe>
<p>The parameter server framework for asynchronous key-value push and pull </p>
</div>
<div class="col-md-3">
<h2><a href="https://github.com/dmlc/rabit">Rabit</a></h2>
<iframe src="https://ghbtns.com/github-btn.html?user=dmlc&repo=rabit&type=star&count=true&v=2"
frameborder="0" scrolling="0" width="100px" height="20px"></iframe>
<iframe src="https://ghbtns.com/github-btn.html?user=dmlc&repo=rabit&type=fork&count=true&v=2"
frameborder="0" scrolling="0" width="100px" height="20px"></iframe>
<p>A light weight library providing fault tolerant
Allreduce and Broadcast </p>
</div>
<div class="col-md-3">
<h2><a href="https://github.com/dmlc/mshadow">mshadow</a></h2>
<iframe src="https://ghbtns.com/github-btn.html?user=dmlc&repo=mshadow&type=star&count=true&v=2"
frameborder="0" scrolling="0" width="100px" height="20px"></iframe>
<iframe src="https://ghbtns.com/github-btn.html?user=dmlc&repo=mshadow&type=fork&count=true&v=2"
frameborder="0" scrolling="0" width="100px" height="20px"></iframe>
<p>A lightweight CPU/GPU Matrix/Tensor Template Library. </p>
</div>
</div>
<hr>
<h2>Acknowledgment</h2>
<br>
<p> We sincerely thank the following organizations (alphabetical order) for sponsoring the major
developers of DMLC</p>
<div class="row">
<div class="col-md-12">
<!-- alphabet order -->
<img height="50px" src="img/logo/baidu-logo.jpg">
<img height="70px" src="img/logo/cmu-logo.png">
<img height="70px" src="img/logo/dato-logo.png">
<img height="70px" src="img/logo/intel-logo.png">
<img height="50px" src="img/logo/nyu-logo.jpg">
<img height="45px" src="https://upload.wikimedia.org/wikipedia/commons/thumb/0/0c/MIT_logo.svg/200px-MIT_logo.svg.png">
<img height="45px" src="img/logo/ms-logo.png">
<img height="45px" src="http://www.toolkit.ualberta.ca/Toolkit%20Downloads/~/media/identity/Toolkit/Logos/UA/UA-COLOUR-180px.png">
<img height="70px" src="http://www.washington.edu/brand/files/2014/09/Signature_Stacked_Purple_Hex.png">
<img height="70px" src="https://upload.wikimedia.org/wikipedia/en/thumb/2/2e/McGill_Wordmark.svg/640px-McGill_Wordmark.svg.png">
</div>
</div>
<br>
<p> and supporting the DMLC projects </p>
<div class="row">
<div class="col-md-12">
<!-- alphabet order -->
<img height="50px" src="img/logo/amazon-logo.png">
<img height="30px" src="img/logo/gh-logo.png">
<img height="60px" src="http://vignette1.wikia.nocookie.net/logopedia/images/3/38/Nvidia_logo.png/revision/latest/scale-to-width-down/320?cb=20120829072950">
<a href="http://www.r-bloggers.com/">
<img height="45px" src="http://www.r-bloggers.com/wp-content/uploads/2014/08/R_02.png">
</a>
</div>
</div>
<!-- <hr> -->
<!-- <div class="row"> -->
<!-- <div class="col-md-7"> -->
<!-- {% include comments.html %} -->
<!-- </div> -->
<!-- </div> -->