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A tutorial for MNIST handwritten digit classification using sklearn, PyTorch and Keras.

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mnist_tutorial

A tutorial for MNIST handwritten digit classification using sklearn, PyTorch and Keras.

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Requirements

Code tested on following environments, other version should also work:

  • linux system (ubuntu 16.04)
  • python 3.6.3
  • numpy 1.13.3
  • matplotlib 2.1.0
  • sklearn 0.19.1
  • pytorch 0.4.1
  • keras 2.1.2

For students from SJTU

Please read HEAR.

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A tutorial for MNIST handwritten digit classification using sklearn, PyTorch and Keras.

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