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Popular repositories

  1. Caffe for Sparse and Low-rank Deep Neural Networks

    C++ 339 137

  2. Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)

    Python 167 48

  3. Sparse Recurrent Neural Networks -- Pruning Connections and Hidden Sizes (TensorFlow)

    Python 67 21

  4. AutoGrow: Automatic Layer Growing in Deep Convolutional Networks (KDD 2020)

    Python 27 3

  5. SmoothOut: Smoothing Out Sharp Minima to Improve Generalization in Deep Learning

    Python 19 2

  6. FastFlexANN is a fast C or C++ language implementation of sparse artificial neural networks with flexible connectivity.

    C 4 3

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January - March 2021

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