--- # 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/incubator-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 ---