In order to install the package and all dependencies, run
pip install --upgrade git+https://github.com/lgresele/ica_and_icm.git
Note a different version of jaxlib
might have to be installed to enable GPU acceleration.
The data and the models used to produce Figure 4 (top) can be downloaded here.
The experiments can be reproduced by running the respective script stored in the experiments
folder and passing it the respective configuration file given in the config
folder. If several seeded runs where done, the integers from 0 to m-1 are taken as seeds if m is the number of runs we did.
The figures where produced using the notebooks stored in the figures
folder.