Conditional Variational Autoencoder
This CVAE model accompanies our paper titled "Identifying mechanisms and therapeutic targets in muscle using Bayesian parameter estimation with conditional variational autoencoders" currently available on biorxiv at https://doi.org/10.1101/2024.05.08.593035.
The training and validation datasets can be found at at dryad DOI: 10.5061/dryad.d51c5b0bj.
To install, you will first need pytorch for python. Then download and navigate to the folder and use "pip install -e ." in python (or anaconda) to install.