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Machine Learning API and Common Net Architecture by PyTorch

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This is a summary covering

  • write some API like Flatten, Hot_key...
  • the visulization tool while training and validating
  • the cross validation strategies
  • the technics to mitigate overfitting and underfitting
  • common CNN net architecture summary like googLeNet, LeNet, VGG...
  • common GAN net architecture summary
  • repository of classified literature

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