This repository is for code that was used to generate plots for Learning Disentangled Representations. Exploring the learning of disentangled data representations by deep neural networks.
The notebooks here heavily utilize a package called pytorch-sconce, that makes training pytorch modules a lot easier.
To run the notebooks, just install tox and then run:
tox -e jupyter -- notebook
Tox will take care of building the python virtualenv and installing the notebook's dependencies. Enjoy.