/Generative-Adversarial-Networks

Implementation of Ian Goodfellow's paper on "Generative Adversarial Networks (GAN)".

Primary LanguagePython

Generative Adversarial Networks

This repository contains the code for Generative Adversarial Network for 1-D Input sample using Python 3 and Tensorflow.

Requirements

  1. Tensorflow
  2. Numpy
  3. Scipy

Resources

S.No. Papers / Blogs / Authors Paper Links
1. "Generative Adversarial Networks" by Ian Goodfellow https://arxiv.org/abs/1406.2661
2. Eric Jang's Blog on Generative Adversarial Networks http://blog.evjang.com/2016/06/generative-adversarial-nets-in.html
3. "NIPS 2016 Tutorial: Generative Adversarial Networks" https://arxiv.org/abs/1701.00160