Giter VIP home page Giter VIP logo

angel's Introduction

license Release Version PRs Welcome

Angel是一个基于参数服务器(Parameter Server)理念的机器学习框架,它能让机器学习算法轻松运行于高维度模型之上。

Angel的核心设计理念围绕模型。它将高维度的大模型,合理切分到多个参数服务器节点,并通过高效的模型更新接口运算函数,以及多变的同步协议,轻松实现各种高效的机器学习算法。

AngelJavaScala开发,基于Yarn调度运行,既能独立运行,高效运行特有的算法,亦能作为PS Service,支持Spark或其它深度学习框架,为其加速。它基于腾讯内部的海量数据进行了反复的实践和调优,并具有广泛的适用性和稳定性,模型维度越高,优势越明显。

欢迎对机器学习有兴趣的同仁一起贡献代码,提交Issues或者Pull Requests。请先查阅: Angel Contribution Guide

Angel的介绍

Angel入门

Programming Guide

Design

Algorithm

Deployment

angel's People

Contributors

andyyehoo avatar taaan avatar paynie avatar bluesjjw avatar zunwenyou avatar leleyu avatar

Watchers

Steven Du avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.