Bayesian Networks for Julia

Bayesian multi-tensor factorization methods, with side information

Bayesian nonparametrics in Julia

Bayesian Inference At Scale

Variational Bayesian methods in Julia

Performs approximate Bayesian computation (ABC) using various distance functions

Code accompanying the paper Frank van der Meulen, Moritz Schauer: Bayesian estimation of discretely observed multi-dimensional diffusion processes using guided proposals

Light-weight Bayesian models to support research on Bayesian inference and estimation.

Nested Sampling algorithms for Julia

Port-Hamiltonian systems in Julia

Monte Carlo Bayesian averaging over Bayesian networks.

Julia implementation of nested sampling examples

Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Julia

Basic model fitting for N-d ideal points