Projects in Awesome Lists tagged with inference-algorithms

https://github.com/pyro-ppl/numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

bayesian-inference hmc inference-algorithms jax mcmc numpy probabilistic-programming pyro

Last synced: 14 May 2025

https://github.com/matt-graham/mici

Manifold Markov chain Monte Carlo methods in Python

hamiltonian-monte-carlo hmc hybrid-monte-carlo inference-algorithms markov-chain-monte-carlo mcmc python

Last synced: 16 May 2025

https://github.com/abhiagwl/vistan

A simple library to run variational inference on Stan models.

autograd automatic-differentiation inference inference-algorithms iw-sampling normalizing-flows posterior pystan rank-gaussian realnvp stan stan-models variational-bayes variational-inference

Last synced: 16 Jan 2026

https://github.com/mcosovic/factorgraph.jl

The FactorGraph package provides the set of different functions to perform inference over the factor graph with continuous or discrete random variables using the belief propagation algorithm.

aging-model belief-propagation dynamical-systems factor-graph fast-algorithm forward-backward-algorithm gaussian-distribution ill-conditioned inference-algorithms julia kahan-summation linear-systems loopy-belief-propagation message-passing noisy-data random-variables state-estimation sum-product tree-graph

Last synced: 11 Dec 2025

https://github.com/mcosovic/FactorGraph.jl

The FactorGraph package provides the set of different functions to perform inference over the factor graph with continuous or discrete random variables using the belief propagation algorithm.

aging-model belief-propagation dynamical-systems factor-graph fast-algorithm forward-backward-algorithm gaussian-distribution ill-conditioned inference-algorithms julia kahan-summation linear-systems loopy-belief-propagation message-passing noisy-data random-variables state-estimation sum-product tree-graph