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开源软件名称(OpenSource Name):originrose/cortex开源软件地址(OpenSource Url):https://github.com/originrose/cortex开源编程语言(OpenSource Language):Clojure 93.4%开源软件介绍(OpenSource Introduction):CortexNeural networks, regression and feature learning in Clojure. Cortex has been developed by ThinkTopic in collaboration with Mike Anderson. Mailing Listhttps://groups.google.com/forum/#!forum/clojure-cortex UsageAll libraries are released on clojars. Cortex is not 1.0 yet preliminary and you should expect quite a few things to change over time but it should allow you to train some initial classifiers or regressions. Note that the save format has not stabilized and although we do just save edn data in nippy format it may require some effort to bring versions of saved forward. Cortex DesignDesign is detailed here: Cortex Design Document Please see the various unit tests and examples for training a model. Specifically see: mnist verification Also, for an example of using cortex in a more real-world scenario please see: mnist example. Existing Framework Comparisons
TODO:
Getting Started:
GPU Compute Install InstructionsUbuntu
Install cuDNN and copy the cuDNN files to the corresponding folders in the local cuda installation (probably at /usr/local/cuda). For reference, follow the "Installing cuDNN" section here. To check everything is working, run You should now have cuda8.0 installed. Current master is 8.0, so if you're running 7.5 you will need to change the javacpp dependency in your project file of the mnist Example. Mac OSThese instructions follow the gpu setup from Tensor Flow, i.e.: Install coreutils and cuda:
Add CUDA Tool kit to bash profile
Download the CUDA Deep Neural Network libraries. Once downloaded and unzipped, moving the files:
Should you see a jni linking error similar to this
Make sure you have installed the appropriate CUDNN for your version of CUDA. WindowsSome preliminary information about getting gpu-acceleration working on windows is available here: https://groups.google.com/forum/#!topic/clojure-cortex/hNFW1T_2PZc See also: |
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