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# DeepLearning
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This repo is a C++ implementation of various neurual networks for deep learning purpose. We use Armadillo C++ linear algebra library (http://arma.sourceforge.net/) to support our linear algebra operation in the CPU. We also have our GPU linear algebra library(wrapping cuBlas) to speed-up matrix/vector operations. Our implmentation supports seamless switch from CPU to GPU using a single Flag.
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This repo is a C++ implementation of various neurual networks(including feed forward, restricted Boltzmann machine, CNN, RNN, LSTM) for deep learning purpose. We use Armadillo C++ linear algebra library (http://arma.sourceforge.net/) to support our linear algebra operation in the CPU. We also have our GPU linear algebra library(wrapping cuBlas) to speed-up matrix/vector operations. Our implmentation supports seamless switch from CPU to GPU using a single Flag.
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## Requirement & Dependency
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#### Compiler: GNU g++ > 4.8

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