hamiltonian-monte-carlo topic

List hamiltonian-monte-carlo repositories

BDMC

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PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo.

blackjax

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BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

DynamicHMC.jl

241
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Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.

mcmc

158
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45
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A C++ library of Markov Chain Monte Carlo (MCMC) methods

AdvancedHMC.jl

220
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39
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Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms

mici

209
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27
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Manifold Markov chain Monte Carlo methods in Python

bayesian-basics

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:no_entry_sign: :leftwards_arrow_with_hook: A document that introduces Bayesian data analysis.

Generalised-Gaussian-Processes

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Fully Bayesian Inference in GPs - Gaussian and Generic Likelihoods

l2hmc-qcd

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Application of the L2HMC algorithm to simulations in lattice QCD.