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deepnet

2024.07.18 Dropout: A Simple Way to Prevent Neural Networks from Overfitting

Implementation of some deep learning algorithms.

GPU-based python implementation of

  1. Feed-forward Neural Nets
  2. Restricted Boltzmann Machines
  3. Deep Belief Nets
  4. Autoencoders
  5. Deep Boltzmann Machines
  6. Convolutional Neural Nets

Built on top of the cudamat library by Vlad Mnih and cuda-convnet library by Alex Krizhevsky.

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Implementation of some deep learning algorithms.

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  • Python 46.9%
  • Cuda 44.9%
  • C++ 6.9%
  • Other 1.3%