BMSL

Codes for the "Bayesian Multitask with Structure Learning" (BMSL) model.

Repository content

This repository contains the code accompanying the paper "Bayesian Multitask Learning Regression for Heterogeneous Patient Cohorts".

Quick start

A demo file is available in the experiments folder: demo.py. One can build up on these files to run new experiments.

python3 demo.py

Authors

• André R. Gonçalves (goncalves1@llnl.gov)
• David P. Widemann (widemann1@llnl.gov)
• Braden C. Soper (soper3@llnl.gov)
• Pryiadip Ray (ray34@llnl.gov)
• Jan Nygard (Jan.Nygard@kreftregisteret.no)
• Mari Nygard (Mari.Nygard@kreftregisteret.no)
• Ana Paula Sales (deoliveirasa1@llnl.gov)

References

Paper under review.

LLNL-CODE-773785