Pareto GAN

Install dependencies

pip install torch numpy matplotlib pandas scipy

Note: we recommend installing torch with GPU support

Run an experiment

python exps.py -ds 3 -type pareto
python exps.py -ds 3 -type normal

Options

GAN type (-type):

• pareto
• uniform
• normal
• lognormal

Dataset (-ds):

• 0: Keystrokes
• 1: Wiki Traffic
• 2: Live Journal
• 3: Dual Cauchy

Note: real datasets may not be available anymore. Dual Cauchy is a good "dataset" to illustrate the concept.