hmc topic
littlemcmc
A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.
Turing.jl
Bayesian inference with probabilistic programming.
numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Bayesian-Neural-Networks
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
mcmc
A C++ library of Markov Chain Monte Carlo (MCMC) methods
hamiltorch
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
AdvancedHMC.jl
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
mici
Manifold Markov chain Monte Carlo methods in Python
TuringGLM.jl
Bayesian Generalized Linear models using `@formula` syntax.
LatticeQCD.jl
A native Julia code for lattice QCD with dynamical fermions in 4 dimension.