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hamiltonian-monte-carlo x

15 search results found

Turing.jl ⭐ 1,925

Bayesian inference with probabilistic programming.

Blackjax ⭐ 636

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

Dynamichmc.jl ⭐ 235

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

Advancedhmc.jl ⭐ 210

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

Manifold Markov chain Monte Carlo methods in Python

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

Bayesian Basics ⭐ 61

🚫 ↩️ A document that introduces Bayesian data analysis.

L2hmc Qcd ⭐ 60

Application of the L2HMC algorithm to simulations in lattice QCD.

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

Survival analysis in health economic evaluation Contains a suite of functions to systematise the workflow involving survival analysis in health economic evaluation. survHE can fit a large range of survival models using both a frequentist approach (by calling the R package flexsurv) and a Bayesian perspective.

Study Of David Mackay S Book ⭐ 21

David Mackay's book review and problem solvings and own python codes, mathematica files

Models By Example ⭐ 19

By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.

Generalised Gaussian Processes ⭐ 17

Fully Bayesian Inference in GPs - Gaussian and Generic Likelihoods

Hmc Binary ⭐ 9

Exact Hamiltonian Monte Carlo Sampler for Binary Distributions

Hamiltonian Monte Carlo on the space of phylogenies

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