Deep Learning: GANs and Variational Autoencoders

Deep Learning: GANs and Variational Autoencoders

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Deep Learning: GANs and Variational Autoencoders

Deep Learning: GANs and Variational Autoencoders, Generative Adversarial Networks and Variational Autoencoders in Python, Theano, and Tensorflow

Created by Lazy Programmer Inc.

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What you'll learn

  • Learn the basic principles of generative models
  • Build a variational autoencoder in Theano and Tensorflow
  • Build a GAN (Generative Adversarial Network) in Theano and Tensorflow

Requirements

  • Know how to build a neural network in Theano and/or Tensorflow
  • Probability
  • Multivariate Calculus
  • Numpy, etc.

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