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BIDData/BIDMach: CPU and GPU-accelerated Machine Learning Library

原作者: [db:作者] 来自: 网络 收藏 邀请

开源软件名称(OpenSource Name):

BIDData/BIDMach

开源软件地址(OpenSource Url):

https://github.com/BIDData/BIDMach

开源编程语言(OpenSource Language):

Scala 55.9%

开源软件介绍(OpenSource Introduction):

BIDMach is a very fast machine learning library. Check the latest benchmarks

The github distribution contains source code only. You also need a jdk 8, an installation of NVIDIA CUDA 8.0 (if you want to use a GPU) and CUDNN 5 if you plan to use deep networks. For building you need maven 3.X.

After doing git clone, cd to the BIDMach directory, and build and install the jars with mvn install. You can then run bidmach with ./bidmach. More details on installing and running are available here.

The main project page is here.

Documentation is here in the wiki

New BIDMach has a discussion group on Google Groups.

BIDMach is a sister project of BIDMat, a matrix library, which is also on github

BIDData also has a project for deep reinforcement learning. BIDMach_RL contains state-of-the-art implementations of several reinforcement learning algorithms.




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