Factored inference for discrete-continuous smoothing and mapping.

General purpose C++ library for managing discrete factor graphs

C++ based implementation of StatNLP framework

C++ libraries for Bayesian inference with interacting particle systems

Structure learning for Bayesian networks using the CCDr algorithm.

Gene network reconstruction using global-local shrinkage priors

Implementation library for Hypergraph Simultaneous Generators.

R package for likelihood estimation and inference of a directed acyclic graph.

This is the code for our publication Inferring Latent States in a Network Influenced by Neighbor Activities: An Undirected Generative Approach, IEEE International Conference on Acoustics, Speech and Signal Processing, New Orleans, LA, 2017

C++ implementation of the NoRELAX methods presented in Continuous Relaxation of MAP Inference: A Nonconvex Perspective (CVPR 2018)

Image labeling with graphical models

This is the repository for the C++ code of Bayesian Graphical Regression with Birth-Death Markov Process by Yuen et al.