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1. large-batch-training large-batch-training Public

   Code to reproduce some of the figures in the paper "On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima"

   Python 138 23

2. salesforce/awd-lstm-lm salesforce/awd-lstm-lm Public archive

   LSTM and QRNN Language Model Toolkit for PyTorch

   Python 2k 487

3. NQN NQN Public

   A Limited-Memory Quasi-Newton Algorithm for Bound-Constrained Nonsmooth Optimization

   Python 13 3

4. minSQN minSQN Public

   Optimization using Stochastic quasi-Newton methods

   MATLAB 43 16

5. OBA OBA Public

   A Second-Order Method for Convex L1-Regularized Optimization with Active-Set Prediction

   MATLAB 6 1

6. keras-team/keras keras-team/keras Public

   Deep Learning for humans

   Python 62.2k 19.5k