marginal-likelihood

MATLAB library for large Bayesian VARs: samplers, shrinkage priors, stochastic volatility, marginal likelihoods and forecasting, with examples, tutorials and the replication packages from joshuachan.org.

Supporing code for the paper "Bayesian Model Selection, the Marginal Likelihood, and Generalization".

Approximate Bayesian Computation (ABC) with differential evolution (de) moves and model evidence (Z) estimates.

19 dubious ways to compute the marginal likelihood of a phylogenetic tree topology

Python version of bvar-toolkit, the MATLAB library for large Bayesian VARs, with every function tested against its MATLAB twin

JaCKandJill 1.0: exact and certified Bayesian evidence for phylogenetic models (Python package phyloexact, with its self-certification suite). Part of BootLoops. MIT.

Scripts written in R

Laplace approximation of the marginal likelihood

Repository for work on probabilistic traffic flow modelling through constitutive law estimation on road (link) level

Replication of the research paper titled Auto-Encoding Variational Bayes.

Code repository for the paper "Joint Model and Data Sparsification via the Marginal Likelihood" @ ICML 2026

R package bayessource: marginal likelihood and Bayes Factor computation for samples from Multivariate Gaussians

Titanic survival prediction using Support Vector Machine (SVM) with feature scaling and classification model evaluation.