Other packages > Find by keyword >

LangevinFlow  

Langevin Diffusion Samplers with a C++ Backend
View on CRAN: Click here


Download and install LangevinFlow package within the R console
Install from CRAN:
install.packages("LangevinFlow")

Install from Github:
library("remotes")
install_github("cran/LangevinFlow")

Install by package version:
library("remotes")
install_version("LangevinFlow", "0.1.0")



Attach the package and use:
library("LangevinFlow")
Maintained by
Behrooz Moosavi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-29
Latest Update: 2026-05-29
Description:
Provides lightweight, dependency-minimal implementations of Langevin diffusion based Markov chain Monte Carlo samplers, including the Unadjusted Langevin Algorithm (ULA) and the Metropolis-Adjusted Langevin Algorithm (MALA). The core sampling loops are written in C++ via 'Rcpp' and 'RcppArmadillo' for performance, while exposing a simple R-level interface where the user supplies the gradient of the negative log-density (and, for MALA, the negative log-density itself). Intended as a building block for Bayesian inference and stochastic optimization rather than a full probabilistic programming framework. Methods follow Roberts and Tweedie (1996) <doi:10.2307/3318418> and Roberts and Rosenthal (1998) <doi:10.1111/1467-9868.00123>.
How to cite:
Behrooz Moosavi (2026). LangevinFlow: Langevin Diffusion Samplers with a C++ Backend. R package version 0.1.0, https://cran.r-project.org/web/packages/LangevinFlow. Accessed 19 Sep. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited LangevinFlow R package
View LangevinFlow citation profile
Other R packages that LangevinFlow depends, imports, suggests or enhances
Complete documentation for LangevinFlow
Functions, R codes and Examples using the LangevinFlow R package
Full LangevinFlow package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

OSDR  
Finds an Optimal System of Distinct Representatives
Provides routines for finding an Optimal System of Distinct Representatives (OSDR), as defined by D ...
Download / Learn more Package Citations See dependency  
schrute  
The Entire Transcript from the Office in Tidy Format
The complete scripts from the American version of the Office television show in tibble format. Use ...
Download / Learn more Package Citations See dependency  
MDOLS  
Inference of Quadratic Functional for Moderate-Dimensional OLS
Statistical inference for quadratic functional of the moderate-dimensional linear model in Guo and C ...
Download / Learn more Package Citations See dependency  
CINE  
Classification International Normalized of Education
Function using lemmatization to classify educational programs according to the CINE(Classification I ...
Download / Learn more Package Citations See dependency  
randquotes  
Get Random Quotes from Quotes on Design API
Connects to the site that uses the 'WordPress' built-in REST API to p ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA