https://github.com/apache/singa

a distributed deep learning platform
https://github.com/apache/singa

deep-learning

Last synced: about 1 month ago
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a distributed deep learning platform

• Host: GitHub
• URL: https://github.com/apache/singa
• Owner: apache
• License: apache-2.0
• Created: 2015-04-02T07:00:05.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2024-08-06T10:19:09.000Z (3 months ago)
• Last Synced: 2024-08-07T08:02:29.653Z (3 months ago)
• Topics: deep-learning
• Language: C++
• Homepage:
• Size: 46.4 MB
• Stars: 3,341
• Watchers: 135
• Forks: 1,229
• Open Issues: 52
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Citation: CITATION.cff
  • Security: SECURITY.md

Awesome Lists containing this project

• awesome-list - Apache SINGA - A distributed deep learning platform. (Deep Learning Framework / Deployment & Distribution)
• awesome-python-machine-learning-resources - GitHub - 21% open · ⏱️ 01.06.2022): (分布式机器学习)

README

        


![Logo](doc/_static/singa.png)

# Apache SINGA

![Native Ubuntu build status](https://github.com/apache/singa/workflows/Native-Ubuntu/badge.svg)

![Native Mac build status](https://github.com/apache/singa/workflows/Native-MacOS/badge.svg)

![conda build status](https://github.com/apache/singa/workflows/conda/badge.svg)

[![Documentation Status](https://readthedocs.org/projects/apache-singa/badge/?version=latest)](https://apache-singa.readthedocs.io/en/latest/?badge=latest)

![License](http://img.shields.io/:license-Apache%202.0-blue.svg)

[![Follow Apache SINGA on Twitter](https://img.shields.io/twitter/follow/apachesinga.svg?style=social&label=Follow)](https://twitter.com/ApacheSinga)

[![Docker pulls](https://img.shields.io/docker/pulls/apache/singa.svg)](https://hub.docker.com/r/apache/singa/)

Distributed deep learning system

[http://singa.apache.org](http://singa.apache.org)

## Quick Start

* [Installation](http://singa.apache.org/docs/installation/)

* [Examples](examples)

## Issues

* [JIRA tickets](https://issues.apache.org/jira/browse/SINGA)

## Code Analysis:

![LGTM C++ Grade](https://img.shields.io/lgtm/grade/cpp/github/apache/singa)

![LGTM Python Grade](https://img.shields.io/lgtm/grade/python/github/apache/singa)

[![codecov](https://codecov.io/gh/apache/singa/branch/master/graph/badge.svg)](https://codecov.io/gh/apache/singa)

[![Stargazers over time](https://starchart.cc/apache/singa.svg)](https://starchart.cc/apache/singa)

## Mailing Lists

* [Development Mailing List](mailto:[email protected]) ([Archive](http://mail-archives.apache.org/mod_mbox/singa-dev/))

* [Commits Mailing List](mailto:[email protected]) ([Archive](http://mail-archives.apache.org/mod_mbox/singa-commits/))