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| # Licensed to the Apache Software Foundation (ASF) under one |
| # or more contributor license agreements. See the NOTICE file |
| # distributed with this work for additional information |
| # regarding copyright ownership. The ASF licenses this file |
| # to you under the Apache License, Version 2.0 (the |
| # "License"); you may not use this file except in compliance |
| # with the License. You may obtain a copy of the License at |
| # http://www.apache.org/licenses/LICENSE-2.0 |
| # Unless required by applicable law or agreed to in writing, |
| # software distributed under the License is distributed on an |
| # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| # KIND, either express or implied. See the License for the |
| # specific language governing permissions and limitations |
| # under the License. |
| |
| layout: home |
| |
| key_features: |
| - title: Hybrid Front-End |
| text: A hybrid front-end seamlessly transitions between Gluon eager imperative mode and symbolic mode to provide both flexibility and speed. |
| icon: /assets/img/circuit.svg |
| - title: Distributed Training |
| text: Scalable distributed training and performance optimization in research and production is enabled by the dual Parameter Server and Horovod support. |
| icon: /assets/img/algorithm.svg |
| - title: 8 Language Bindings |
| text: Deep integration into Python and support for Scala, Julia, Clojure, Java, C++, R and Perl. |
| icon: /assets/img/programming.svg |
| - title: Tools & Libraries |
| text: A thriving ecosystem of tools and libraries extends MXNet and enable use-cases in computer vision, NLP, time series and more. |
| icon: /assets/img/chip.svg |
| |
| ecosystem: |
| - title: D2L.ai |
| text: An interactive deep learning book with code, math, and discussions. Used at Berkeley, University of Washington and more. |
| icon: /assets/img/textbook.svg |
| link: https://d2l.ai |
| - title: GluonCV |
| text: GluonCV is a computer vision toolkit with rich model zoo. From object detection to pose estimation. |
| icon: /assets/img/visual.svg |
| link: https://gluon-cv.mxnet.io |
| - title: GluonNLP |
| text: GluonNLP provides state-of-the-art deep learning models in NLP. For engineers and researchers to fast prototype research ideas and products. |
| icon: /assets/img/artificial-intelligence.svg |
| link: https://gluon-nlp.mxnet.io/ |
| - title: GluonTS |
| text: Gluon Time Series (GluonTS) is the Gluon toolkit for probabilistic time series modeling, focusing on deep learning-based models. |
| icon: /assets/img/line-graph.svg |
| link: https://gluon-ts.mxnet.io/ |
| |
| |
| community: |
| - title: GitHub |
| text: Report bugs, request features, discuss issues, and more. |
| icon: /assets/img/octocat.png |
| link: https://github.com/apache/mxnet |
| - title: Discuss Forum |
| text: Browse and join discussions on deep learning with MXNet and Gluon. |
| icon: /assets/img/mxnet_m.png |
| link: https://discuss.mxnet.io/ |
| - title: Slack |
| text: Discuss advanced topics. Request access by mail dev@mxnet.apache.org |
| icon: /assets/img/slack-logo-icon.svg |
| link: mailto:dev@mxnet.apache.org |
| |
| --- |
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