Deep Learning Guide. Learn how to build AI systems that recognize images and understand speech.

github.com/rasbt/deep-learning-book

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Updates

June 2019
  • migrate model zoo merge
  • migrate model zoo
  • add Beckham & Pal method
  • Merge pull request #79 from rasbt/ordinal1
  • add two ordinal regression cnns
April 2019
  • rnn with custom csv file
  • add rnn models
  • add correct alexnet reference
  • alexnet
  • transferlearning example
  • add random resize and crop
  • common image transformation examples
  • common image transformation examples
  • fix resnet typo
  • add references
  • improved all-conv and network in network
  • fc to conv example
  • add missing relu to vgg nets
February 2019
  • sequential example with hooks
  • Merge pull request #76 from rasbt/gand