knitr::opts_chunk$set( collapse = TRUE, comment = "#>", fig.path = "man/figures/README-", out.width = "100%" )
This package implements the sampling algorithm: Metropolis Adjusted Langevin Trajectories (Riou-Durand and Vogrinc 2022). Details available on arXiv. The MALT algorithm is a robust extension of Hamiltonian Monte Carlo, for which robustness of tuning is enabled by a positive choice of damping parameter (a.k.a friction).
You can install the development version of malt from R-universe with:
# Enable repository from lrioudurand options(repos = c( lrioudurand = 'https://lrioudurand.r-universe.dev', CRAN = 'https://cloud.r-project.org')) # Download and install malt in R install.packages('malt') # Browse the malt manual pages help(package = 'malt')
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