LSGAN

Requirements

The code is written in Python=3.6, with the following libraries:

• tensorflow==2.4.1
• keras==2.1.2

Getting started

• Download the code from GitHub:

git clone https://github.com/alanaziyasir/jlab
cd jlab

GAN

• Run the python script:

python3 LSGAN.py

• The script will run for 100k epochs and saving plots every 5k epochs in outpus directory.

VAE

• Run the python script:

python3 VAE.py

• The script will run for 300 epochs and save the latent in outputs directory.

Pendulum using DDGP

• Run the python script:

python3 DDGP.py