/GAN_primal_dual

GAN optimization through primal / dual techniques.

Primary LanguagePython

Primal Dual GAN optimization - WIP

Description

This code is the set of experiements to illustrate how we can train at GAN with the Primal-Dual Optimization framework.

Dependencies

This code is written in Python 2.7, and you will need the following packages:

  • Pytorch
  • Matplotlib
  • Scipy (for multivariate gaussian)
  • Numpy

Example: 1D Gaussian

Example: 2D Gaussian