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GANetano

Generative Adversarial Network to create synthetic time series. This repo refers to a a Medium Article that you should read if you intend to use my code.

Getting Started

Installation

  • Clone this repo:
git clone https://github.com/mirkosavasta/GANetano.git
cd GANetano
  • Install the dependencies
conda env create -f ganetano_env_reqs.yml

Training

  • Train model on sines:
python3 train.py -ln tensorboard_log_name -ds sines
  • Train model on arma:
python3 train.py -ln tensorboard_log_name -ds arma