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‎index.html

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<div class="jumbotron">
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<div class="container">
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<h1><img src="https://avatars2.githubusercontent.com/u/11508361?v=3&s=80" alt="DMLC" class="img-rounded"> <small>| Distributed (Deep) Machine Learning Common </small></h1>
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<p class="lead">DMLC is a community for large-scale machine learning researchers to developed and collaborate on scalable and
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reliable open source libraries for machine learning.
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All projects are licenced under Apache 2.0 or BSD license.
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Contributors come from leading universities and companies. We are warmly welcome new
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contributors and projects to join it. </p>
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<p class="lead">DMLC develops scalable and reliable open source libraries for machine learning. </p>
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<p><a class="btn btn-primary btn-lg" href="https://github.com/dmlc" role="button">View in Github »</a></p>
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</div>
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</div>
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<div class="row">
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<div class="col-md-3">
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<h2><a href="https://github.com/dmlc/wormhole" >Wormhole</a></h2>
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<p>Wormhole is a place where DMLC projects works together to provide
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scalable and reliable machine learning toolkits that can run on
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various platforms such as Hadoop Yarn, Amazon EC2, MPI, etc. </p>
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<p>Wormhole provides toolkits, including sparse logistic regression
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and factorization machine, to process large-scale sparse datasets
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with billions of examples and features. </p>
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<p><a class="btn btn-default" href="https://github.com/dmlc/wormhole" role="button">View details »</a></p>
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</div>
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<div class="col-md-3">
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<h2><a href="https://github.com/dmlc/xgboost" >XGBoost</a></h2>
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<p>An optimized general purpose gradient boosting library, including
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Generalized Linear Model (GLM) and Gradient Boosted Decision Trees
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(GBDT). XGBoost is parallelized, and also be distributed and scale to Terascale data</p>
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(GBDT), scale to Terascale data.</p>
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<p><a class="btn btn-default" href="https://github.com/dmlc/xgboost" role="button">View details »</a></p>
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</div>
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<div class="col-md-3">
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<h2><a href="https://github.com/dmlc/mxnet">MXNet</a></h2>
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<p>An Efficient, Flexible, Distributed Deep Learning Framework.
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It allows you to mix the flavours of deep learning programs together to maximize the efficiency and your productivity. </p>
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<p>Distributed deep learning framework for efficiency and
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flexibility. </p>
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<p><a class="btn btn-default" href="https://github.com/dmlc/mxnet" role="button">View details »</a></p>
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</div>
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<h2><a href="https://github.com/dmlc/minerva">Minerva</a></h2>
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<p>A fast and flexible system for deep learning. It provides NDarray
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programming interface, just like Numpy. Python bindings and C++
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bindings are both available. The resulting code can be run on both
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multi-CPU and multi-GPU. </p>
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programming interface, just like Numpy.
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</p>
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<p><a class="btn btn-default" href="https://github.com/dmlc/minerva" role="button">View details »</a></p>
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</div>
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</div>
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<div class="col-md-3">
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<h2><a href="https://github.com/dmlc/ps-lite" >ps-lite</a></h2>
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<p>A light weight implementation of the parameter server framework. It
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provides asynchronous key-value push and pull, communication-efficient
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data synchronization and flexible data consistency model. </p>
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<p>The parameter server framework providing asynchronous key-value push and pull. </p>
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<p><a class="btn btn-default" href="https://github.com/dmlc/ps-lite" role="button">View details »</a></p>
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</div>
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<div class="col-md-3">
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<h2><a href="https://github.com/dmlc/rabit">Rabit</a></h2>
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<p>Rabit is a light weight library that provides a fault tolerant
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interface of Allreduce and Broadcast. The goal of rabit is to support
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portable , scalable and reliable distributed machine learning
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programs.</p>
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<p>A light weight library providing fault tolerant
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Allreduce and Broadcast. </p>
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<p><a class="btn btn-default" href="https://github.com/dmlc/rabit" role="button">View details »</a></p>
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</div>
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<h2><a href="https://github.com/dmlc/mshadow">mshadow</a></h2>
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<p>MShadow is a lightweight CPU/GPU Matrix/Tensor Template Library in
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C++/CUDA. It aims for maximum performance and control, while also
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emphasize simplicity.</p>
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<p>A lightweight CPU/GPU Matrix/Tensor Template Library. </p>
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<p><a class="btn btn-default" href="https://github.com/dmlc/mshadow" role="button">View details »</a></p>
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</div>
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</div>
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<hr>
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<h2>Major Developers <small>(#commit > 50, in alphabet order)</small></h2>
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<div class="row">
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<!-- bing -->
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<div class="col-md-2">
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<div class="team__member">
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<div class="team-member__avatar">
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<img class="img-circle" src="https://avatars1.githubusercontent.com/u/1258974?v=3&s=100" alt="bing">
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</div>
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<h4 class="team-member__name"><a href="http://webdocs.cs.ualberta.ca/~bx3/">Bing Xu</a></h4>
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<p class="team-member__info">
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MSc Student at University of Alberta
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</p>
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</div>
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</div>
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<!-- tianqi -->
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<div class="team__member">
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<div class="team-member__avatar">
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<img class="img-circle" src="https://avatars1.githubusercontent.com/u/2577440?v=3&s=100" alt="tianqi">
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</div>
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<h4 class="team-member__name"><a href="http://homes.cs.washington.edu/~tqchen/">Tianqi Chen</a></h4>
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<p class="team-member__info">
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Ph.D. Student at University of Washington
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</p>
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</div>
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</div>
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<!-- mu -->
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<div class="col-md-2">
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<div class="team__member">
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<div class="team-member__avatar">
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<img class="img-circle" src="https://avatars2.githubusercontent.com/u/421857?v=3&s=100" alt="mu">
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</div>
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<h4 class="team-member__name"><a href="">Mu Li</a></h4>
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<p class="team-member__info">
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Ph.D. Student at Carnegie Mellon University
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</p>
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</div>
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</div>
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<!-- minjie -->
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<div class="team__member">
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<div class="team-member__avatar">
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<img class="img-circle" src="https://avatars1.githubusercontent.com/u/4057701?v=3&s=100" alt="minjie">
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</div>
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<h4 class="team-member__name"><a href="https://sites.google.com/site/minjiewanghomepage/home">Minjie Wang</a></h4>
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<p class="team-member__info">
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Ph.D. Student at NYU
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</p>
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</div>
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</div>
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<!-- yutian -->
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<div class="team__member">
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<img class="img-circle" src="https://avatars1.githubusercontent.com/u/2174815?v=3&s=100" alt="yutian">
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</div>
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<h4 class="team-member__name"><a href="http://yutian.li">Yutian Li</a></h4>
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<p class="team-member__info">
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Master's student at Stanford University
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</p>
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</div>
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</div>
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</div>
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<!-- TODO move to contributors.md -->
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<!-- <hr> -->
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<!-- <h2>Major Developers <small>(#commit > 50, in alphabet order)</small></h2> -->
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<!-- <div class="row"> -->
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<!-- <\!-- bing -\-> -->
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<!-- <div class="col-md-2"> -->
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<!-- <div class="team__member"> -->
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<!-- <div class="team-member__avatar"> -->
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<!-- <img class="img-circle" src="https://avatars1.githubusercontent.com/u/1258974?v=3&s=100" alt="bing"> -->
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<!-- </div> -->
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<!-- <h4 class="team-member__name"><a href="http://webdocs.cs.ualberta.ca/~bx3/">Bing Xu</a></h4> -->
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<!-- <p class="team-member__info"> -->
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<!-- MSc Student at University of Alberta -->
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<!-- </p> -->
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<!-- </div> -->
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<!-- </div> -->
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<!-- <\!-- tianqi -\-> -->
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<!-- <div class="col-md-2"> -->
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<!-- <div class="team__member"> -->
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<!-- <div class="team-member__avatar"> -->
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<!-- <img class="img-circle" src="https://avatars1.githubusercontent.com/u/2577440?v=3&s=100" alt="tianqi"> -->
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<!-- </div> -->
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<!-- <h4 class="team-member__name"><a href="http://homes.cs.washington.edu/~tqchen/">Tianqi Chen</a></h4> -->
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<!-- <p class="team-member__info"> -->
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<!-- Ph.D. Student at University of Washington -->
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<!-- </p> -->
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<!-- </div> -->
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<!-- </div> -->
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<!-- <\!-- mu -\-> -->
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<!-- <div class="col-md-2"> -->
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<!-- <div class="team__member"> -->
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<!-- <div class="team-member__avatar"> -->
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<!-- <img class="img-circle" src="https://avatars2.githubusercontent.com/u/421857?v=3&s=100" alt="mu"> -->
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<!-- </div> -->
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<!-- <h4 class="team-member__name"><a href="">Mu Li</a></h4> -->
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<!-- <p class="team-member__info"> -->
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<!-- Ph.D. Student at Carnegie Mellon University -->
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<!-- </p> -->
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<!-- </div> -->
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<!-- </div> -->
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<!-- <\!-- minjie -\-> -->
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<!-- <div class="col-md-2"> -->
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<!-- <div class="team__member"> -->
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<!-- <div class="team-member__avatar"> -->
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<!-- <img class="img-circle" src="https://avatars1.githubusercontent.com/u/4057701?v=3&s=100" alt="minjie"> -->
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<!-- </div> -->
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<!-- <h4 class="team-member__name"><a href="https://sites.google.com/site/minjiewanghomepage/home">Minjie Wang</a></h4> -->
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<!-- <p class="team-member__info"> -->
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<!-- Ph.D. Student at NYU -->
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<!-- </p> -->
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<!-- </div> -->
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<!-- </div> -->
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<!-- <\!-- yutian -\-> -->
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<!-- <div class="col-md-2"> -->
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<!-- <div class="team__member"> -->
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<!-- <div class="team-member__avatar"> -->
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<!-- <img class="img-circle" src="https://avatars1.githubusercontent.com/u/2174815?v=3&s=100" alt="yutian"> -->
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<!-- </div> -->
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<!-- <h4 class="team-member__name"><a href="http://yutian.li">Yutian Li</a></h4> -->
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<!-- <p class="team-member__info"> -->
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<!-- Master's student at Stanford University -->
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<!-- </p> -->
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<!-- </div> -->
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<!-- </div> -->
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<!-- </div> -->
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<footer>

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