Popular GitHub Repositories for Structure Learning

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

Repository of a data modeling and analysis tool based on Bayesian networks

Automated Bayesian model discovery for time series data

Amortized Inference for Causal Structure Learning, NeurIPS 2022

DiBS: Differentiable Bayesian Structure Learning, NeurIPS 2021

Code associated with the paper "The World as a Graph: Improving El Ni?o Forecasting with Graph Neural Networks".

Varational Wishart Approximation for Monoscale Graphical Model Selection