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Variational Autoencoders Modular Bayesian Networks (VAMBN)

This repository hosts the code for VAMBN 2.0. Unlike its predecessor, this version features a PyTorch-based HI-VAE (see Nazabal et al.'s paper) and employs Snakemake to manage the workflow of Python and R scripts.

Documentation

For detailed information, visit the documentation page.

License

This software is licensed under the GNU General Public License (GPL) for non-commercial use. For commercial use, please contact Holger Fröhlich to obtain a commercial license.

Development & Bug tracking

This project is under active development. Expect changes and potential bugs. Please open an issue for any problems you encounter.