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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