/online-causal-models

Accompanying code for the paper "Learning Causal Models Online"

Primary LanguagePython

"Learning Causal Models Online," Khurram Javed, Martha White, Yoshua Bengio

Updates

  1. 7th July: Added pwb* experiment. Use "python pwb.py --name pwb_experiment/" to run. Set OMP_NUM_THREADS=total_available_cpus to get results quickly. (A 32 CPU machine takes 1-2 hours to converge).
Overview of the learing algorithm

Paper link: https://arxiv.org/abs/2006.07461