This code accompanies our paper "Exploring the Latent Space of Autoencoders with Interventional Assays".
Assuming you have python
(>=3.6) (and pip
) installed. You can install the remaining dependencies with pip install -r requirements.txt
.
Then, you can view the examples by starting the a jupyter notebook with jupyter notebook
, and navigating to the notebooks 3dshapes-example.ipynb
and toy-example.ipynb
in notebooks/
.
All the project specific code is in the src
directory.
[coming soon (but for now see the doc strings in the code)]