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https://github.com/alibaba/euler
A distributed graph deep learning framework.
https://github.com/alibaba/euler
deep-learning gcn ggnn graph graph-convolutional-networks graph-embedding graph-learning graph-neural-networks graphsage network-embedding node2vec random-walk
Last synced: about 2 months ago
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A distributed graph deep learning framework.
- Host: GitHub
- URL: https://github.com/alibaba/euler
- Owner: alibaba
- License: apache-2.0
- Created: 2019-01-10T06:32:32.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2023-08-19T12:30:48.000Z (about 1 year ago)
- Last Synced: 2024-07-11T23:36:48.428Z (2 months ago)
- Topics: deep-learning, gcn, ggnn, graph, graph-convolutional-networks, graph-embedding, graph-learning, graph-neural-networks, graphsage, network-embedding, node2vec, random-walk
- Language: C++
- Homepage:
- Size: 2.49 MB
- Stars: 2,888
- Watchers: 140
- Forks: 559
- Open Issues: 220
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- awesome-gnn-systems - Euler: A Distributed Graph Deep Learning Framework
- awesome-python-machine-learning-resources - GitHub - 67% open · ⏱️ 29.07.2020): (图数据处理)
- StarryDivineSky - alibaba/euler
README
# [概述](https://github.com/alibaba/euler/wiki/Euler-2.0-%E6%A6%82%E8%BF%B0)
# Euler-2.0 新增功能
#### [GQL图查询语言](https://github.com/alibaba/euler/wiki/Euler-2.0-GQL%E6%9F%A5%E8%AF%A2%E6%8E%A5%E5%8F%A3)
#### [点和边的属性索引](https://github.com/alibaba/euler/wiki/Euler-2.0-%E7%82%B9%E5%92%8C%E8%BE%B9%E7%9A%84%E5%B1%9E%E6%80%A7%E7%B4%A2%E5%BC%95)
#### [Message passing接口](https://github.com/alibaba/euler/wiki/Euler-2.0-Message-Passing%E6%8E%A5%E5%8F%A3)
#### [Model Examples](https://github.com/alibaba/euler/wiki/Euler-2.0-Model-Examples)
# 基础教程
#### [编译安装](https://github.com/alibaba/euler/wiki/Euler-2.0-%E7%BC%96%E8%AF%91%E5%AE%89%E8%A3%85)
#### [数据准备](https://github.com/alibaba/euler/wiki/Euler-2.0-%E6%95%B0%E6%8D%AE%E5%87%86%E5%A4%87)
#### [快速开始](https://github.com/alibaba/euler/wiki/Euler-2.0-%E5%BF%AB%E9%80%9F%E5%BC%80%E5%A7%8B)
# 进阶教程
#### [总览](https://github.com/alibaba/euler/wiki/Euler-2.0-%E8%BF%9B%E9%98%B6%E6%95%99%E7%A8%8B%E6%80%BB%E8%A7%88)
#### [在无属性图上的应用](https://github.com/alibaba/euler/wiki/Euler-2.0-%E5%9C%A8%E6%97%A0%E5%B1%9E%E6%80%A7%E5%9B%BE%E4%B8%8A%E7%9A%84%E5%BA%94%E7%94%A8)
#### [在有属性图上的应用](https://github.com/alibaba/euler/wiki/Euler-2.0-%E5%9C%A8%E6%9C%89%E5%B1%9E%E6%80%A7%E5%9B%BE%E4%B8%8A%E7%9A%84%E5%BA%94%E7%94%A8)
#### [在异质图上的应用](https://github.com/alibaba/euler/wiki/Euler-2.0-%E5%9C%A8%E5%BC%82%E8%B4%A8%E5%9B%BE%E4%B8%8A%E7%9A%84%E5%BA%94%E7%94%A8)
#### [在知识图谱上的应用](https://github.com/alibaba/euler/wiki/Euler-2.0-%E5%9C%A8%E7%9F%A5%E8%AF%86%E5%9B%BE%E8%B0%B1%E4%B8%8A%E7%9A%84%E5%BA%94%E7%94%A8)
#### [在图分类上的应用](https://github.com/alibaba/euler/wiki/Euler-2.0-%E5%9C%A8%E5%9B%BE%E5%88%86%E7%B1%BB%E4%B8%8A%E7%9A%84%E5%BA%94%E7%94%A8)
#### [在大规模图上的应用](https://github.com/alibaba/euler/wiki/Euler-2.0-%E5%9C%A8%E5%A4%A7%E8%A7%84%E6%A8%A1%E5%9B%BE%E4%B8%8A%E7%9A%84%E5%BA%94%E7%94%A8)
#### [点和边的属性索引的应用](https://github.com/alibaba/euler/wiki/Euler-2.0-%E7%82%B9%E5%92%8C%E8%BE%B9%E7%9A%84%E5%B1%9E%E6%80%A7%E7%B4%A2%E5%BC%95%E7%9A%84%E5%BA%94%E7%94%A8)
# 详细接口
#### [Euler-2.0 OP](https://github.com/alibaba/euler/wiki/Euler-2.0-Euler-OP%E6%8E%A5%E5%8F%A3)
#### [Euler-2.0 C++ API](https://github.com/alibaba/euler/wiki/Euler-2.0-cpp%E6%8E%A5%E5%8F%A3)
# 联系我们
如果有任何问题，请直接提交[issues](https://github.com/alibaba/euler/issues)，也欢迎通过Euler开源技术支持邮件组（[[email protected]](mailto:[email protected])）联系我们。
# License
Euler使用[Apache-2.0](https://github.com/alibaba/euler/blob/master/LICENSE)许可
# 致谢
Euler由阿里妈妈工程平台团队与搜索广告算法团队共同探讨与开发，也获得了阿里妈妈多个团队的大力支持。同时也特别感谢蚂蚁金服的机器学习团队，项目早期的一些技术交流给予我们的帮助。