• 设为首页
  • 点击收藏
  • 手机版
    手机扫一扫访问
    迪恩网络手机版
  • 关注官方公众号
    微信扫一扫关注
    迪恩网络公众号

huashiyiqike/LSTM-MATLAB: LSTM-MATLAB is Long Short-term Memory (LSTM) in MATLAB ...

原作者: [db:作者] 来自: 网络 收藏 邀请

开源软件名称(OpenSource Name):

huashiyiqike/LSTM-MATLAB

开源软件地址(OpenSource Url):

https://github.com/huashiyiqike/LSTM-MATLAB

开源编程语言(OpenSource Language):

MATLAB 87.3%

开源软件介绍(OpenSource Introduction):

LSTM-MATLAB

LSTM-MATLAB is Long Short-term Memory (LSTM) in MATLAB, which is meant to be succinct, illustrative and for research purpose only. It is accompanied with a paper for reference: Revisit Long Short-Term Memory: An Optimization Perspective, NIPS deep learning workshop, 2014.

Creater & Maintainer Qi Lyu

#FEATURES

  • original Long short-term Memory
  • all connect peephole
  • support optimization methods like LBFGS and CG
  • CPU or GPU acceleration
  • Mapreduce parallelization
  • gradient checking
  • easy configuration
  • baseline experiment

#ACKNOWLEDGEMENTS The minFunc code folder included is provided by Mark Schmidt (http://www.cs.ubc.ca/~schmidtm). MATLAB Mapreduce is provided by Quoc V. Le(http://cs.stanford.edu/~quocle/optimizationWeb/index.html).

#USAGE To run the code, start from aStart.m. Data is generated by scripts in data directory on-the-fly. For faster LSTM implementation with complete features, see 'LSTMLayer' defined in C++ version. The dataset and labels etc follows the original LSTM paper in 1997.

License

MIT




鲜花

握手

雷人

路过

鸡蛋
该文章已有0人参与评论

请发表评论

全部评论

专题导读
热门推荐
阅读排行榜

扫描微信二维码

查看手机版网站

随时了解更新最新资讯

139-2527-9053

在线客服(服务时间 9:00~18:00)

在线QQ客服
地址:深圳市南山区西丽大学城创智工业园
电邮:jeky_zhao#qq.com
移动电话:139-2527-9053

Powered by 互联科技 X3.4© 2001-2213 极客世界.|Sitemap