Deep Learning Open Sources
来源:互联网 发布:6300hq和7300hq知乎 编辑:程序博客网 时间:2024/06/05 15:24
下面这些都是比较优质的深度学习的open source,和大家一起分享下。
一、cuda-convnet
C++/CUDA implementation of convolutional (or more generally, feed-forward) neural networks. It can model arbitrary layer connectivity and network depth. Any directed acyclic graph of layers will do. Training is done using the back-propagation algorithm.
二、cuda-convnet2
Multi-GPU training support implementing data parallelism, model parallelism, and the hybrid approach described in One weird trick for parallelizing convolutional neural networks
三、caffe
Caffe: a fast open framework for deep learning.
http://caffe.berkeleyvision.org/
四、Theano
Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.
http://www.deeplearning.net/software/theano
五、pylearn2
A Machine Learning library based on Theano
六、deeplearning4j
Deep Learning for Java, Scala & Clojure on Hadoop, Spark & GPUs
http://deeplearning4j.org
七、purine2
purine version 2. This framework is described in Purine: A bi-graph based deep learning framework
八、petuum
Petuum is a distributed machine learning framework. It aims to provide a generic algorithmic and systems interface to large scale machine learning, and takes care of difficult systems "plumbing work" and algorithmic acceleration, while simplifying the distributed implementation of ML programs - allowing you to focus on model perfection and Big Data Analytics. Petuum runs efficiently at scale on research clusters and cloud compute like Amazon EC2 and Google GCE.
九、dmlc
A Community of Awesome Distributed Machine Learning C++ Projects
There's lots of treasure of DL.
- Deep Learning Open Sources
- Open Data for Deep Learning
- Deep learning 课程资料 (Open classroom)
- Open Sourcing a Deep Learning Solution for Detecting NSFW Images
- Open Sources 2 [ILLUSTRATED]
- cocoa controls open sources
- Deep learning
- deep learning
- 【deep learning】
- Deep Learning
- Deep Learning
- deep learning
- Deep learning
- deep learning
- Deep Learning
- Deep Learning
- 【deep learning】
- deep learning
- 排列组合与子集
- strconv — 字符串和基本数据类型之间转换
- 面试常见的问题(多线程同步 socket通信等)
- 使用git管理github项目
- 一起来当网管(一)——Windows Server上的DHCP配置
- Deep Learning Open Sources
- iOS利用Runtime自定义控制器POP手势动画
- 简单的android ios抓包技巧
- 德州扑克AI简介——2015华为软件精英赛小结
- memset方法
- 框架模式MVP在Android中的使用
- 湖北英语播音学校预约试听
- 开发学习笔记--UItableView
- 数据库学习记录20150605