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Top 5 hamiltonian-monte-carlo open source projects

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

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

✭ 108

C++shell Makefile armadillo differential-evolution mcmc hmc hamiltonian-monte-carlo markov-chain-monte-carlo de metropolis-hastings mala langevin-diffusion riemannian-manifold

l2hmc-qcd

Application of the L2HMC algorithm to simulations in lattice QCD.

✭ 33

python Jupyter Notebook shell machine-learning deep-learning monte-carlo lattice mcmc hmc hamiltonian-monte-carlo lattice-qcd horovod gauge-theory

Study-of-David-Mackay-s-book-

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

✭ 46

Jupyter Notebook Mathematica CSS c TeX python data-science clustering-algorithm kmeans-clustering hamiltonian-monte-carlo gibbs-sampling maximum-likelihood-estimation monte-carlo-sampling mathematica-notebook

survHE

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.

✭ 32

C++r Stan shell uncertainty survival-analysis rstan health-economic-evaluation inla hamiltonian-monte-carlo survival-models frequentist plotting-survival-curves

1-5 of 5 hamiltonian-monte-carlo projects