antinucleon

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  1. Programming Models for Deep Learning (mxnet.readthedocs.org)
  2. In wikipedia, it is said by using rvalue reference in C++11, we don't need expression template. But in machine learning software especially with CUDA, expression template is still a powerful tool.

  3. MSHADOW is a lightweight C++ tensor expression system support frequently used functions in machine learning. By using MSHADOW, all code can be written once and run smoothly on both GPU and CPU.

  4. CXXNET is yet another implementation of (convolutional) neural network. It is in C++, with about 1000 lines of network layer implementations, it is able to train ImageNet in fast speed.