TSA_GAN

public

2 stars

0 forks

0 issues

Commits

List of commits on branch master.

Unverified

0eac9f84b3e1fdcb0273c2485b712bbe860765d3

Merge branch 'master' of https://github.com/SpencerWhitehead/TSA_GAN

SSpencerWhitehead committed 6 years ago

Unverified

10a6d1497ce91042a3c476726665d88eecfbae1b

Removed unneccesary files.

SSpencerWhitehead committed 6 years ago

Verified

ce7b8d49f200d017c4cc14c5e5f6267975cdaab0

Update README.md

SSpencerWhitehead committed 6 years ago

Unverified

221e1c4cd0f52c1970575952f2cb51f64ec946e1

Added data normalizaiton.

SSpencerWhitehead committed 6 years ago

Verified

8f093dbd7aed3d73954d45301d4dd379027c5d9e

Create README.md

SSpencerWhitehead committed 6 years ago

Unverified

a104869fe7d2694527df5dc149047bec79496345

Added code to load pretrained Kalman filter and use this as an additional output layer.

SSpencerWhitehead committed 6 years ago

README

The README file for this repository.

TSA_GAN

Time Series Analysis Final Project

Implemented a recurrent conditional generative adversarial network (RCGAN). The model learns to generates EEG time series data by fooling a discriminator.

This repository supports several different options, such as using a feed forward or RNN discriminator as well as using conditional noise as input.

Requirements

Python 3.7.2
PyTorch 1.0.1