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| <h1 style="margin-bottom:40px;"> A FLEXIBLE AND EFFICIENT<br> <span |
| style="margin-left:100px"> LIBRARY FOR DEEP LEARNING</span> |
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| <p style="margin-bottom:40px;">A truly open source deep learning framework suited<br>for flexible research |
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| production.</p> |
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| <h3>Hybrid Front-End</h3> |
| <p>A hybrid front-end seamlessly transitions between Gluon eager imperative mode and symbolic mode to provide both flexibility and speed.</p> |
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| <h3>Distributed Training</h3> |
| <p>Scalable distributed training and performance optimization in research and production is enabled by the dual Parameter Server and Horovod support.</p> |
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| <h3>8 Language Bindings</h3> |
| <p>Deep integration into Python and support for Scala, Julia, Clojure, Java, C++, R and Perl.</p> |
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| <h3>Tools & Libraries</h3> |
| <p>A thriving ecosystem of tools and libraries extends MXNet and enable use-cases in computer vision, NLP, time series and more.</p> |
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| <p>Explore a rich ecosystem of libraries, tools, and more to support development.</p> |
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| <a href="https://d2l.ai"> |
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| <h3>D2L.ai</h3> |
| <img src="/versions/1.6/assets/img/textbook.svg"> |
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| <p class="card-summary">An interactive deep learning book with code, math, and discussions. Used at Berkeley, University of Washington and more.</p> |
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| <a href="https://gluon-cv.mxnet.io"> |
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| <h3>GluonCV</h3> |
| <img src="/versions/1.6/assets/img/visual.svg"> |
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| <p class="card-summary">GluonCV is a computer vision toolkit with rich model zoo. From object detection to pose estimation.</p> |
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| <p class="card-summary">GluonNLP provides state-of-the-art deep learning models in NLP. For engineers and researchers to fast prototype research ideas and products.</p> |
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| <h3>GluonTS</h3> |
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| <p class="card-summary">Gluon Time Series (GluonTS) is the Gluon toolkit for probabilistic time series modeling, focusing on deep learning-based models.</p> |
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