Tutorial Generative Models

- for the 2nd Terascale School of Machine Learning

Part I: Generative Models and GANs

Open In Colab

Part II: Advanced Techniques / Wasserstein GANs

Open In Colab

Software requirements:

Install the requirements via:

pip install -r requirements.txt

Major

  • tensorflow 2.4.0
  • matplotlib
  • numpy
  • gdown

Minor

  • imageio
  • pydot

In addition, for visualization purposes install graphviz (https://graphviz.org/)