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README.md

Pure Numpy version of DeepLearningZeroToAll

  • Logistics Regression
  • Softmax Classification
  • Convolution Network
  • Recurrent Neural Network

Other resources

  • minpy

    Minpy is a pure Numpy Interface on the top of MXNet. So it can run on GPUs. It's simple to use by swapping import numpy as np with import minpy.numpy as np

  • Autograd

    Autograd allows automatic gradient computations with Numpy. However, in this repo, there will be no autograd for study purpose.