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My fork of [Pytorch implementation of the paper "Time-series Generative Adversarial Networks".]

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Name		Name	Last commit message	Last commit date
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data		data
lib		lib
README.md		README.md
options.py		options.py
train.py		train.py
utils.py		utils.py

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This is my (itakaz) fork of https://github.com/zzw-zwzhang/TimeGAN-pytorch

Allow different dim for input and output (not X --> X_tilde autoencoder)
Use Pytorch classes for dataset loading and batching
Some fixes (bugs) and minor changes

TimeGAN-pytorch

Pytorch implementation of the paper Time-series Generative Adversarial Networks presented at NeurIPS'19.

Jinsung Yoon, Daniel Jarrett

Dependencies

Python (>=3.7)
Pytorch (>=1.7.0)

References

Official Tensorflow Implementation

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My fork of [Pytorch implementation of the paper "Time-series Generative Adversarial Networks".]

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