R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
sgmcmc
View on CRAN: Click
here
Download and install sgmcmc package within the R console
Install from CRAN:
install.packages("sgmcmc")
Install from Github:
library("remotes")
install_github("cran/sgmcmc") Install by package version:
library("remotes")
install_version("sgmcmc", "0.2.5") Attach the package and use:
library("sgmcmc")
Maintained by
Jack Baker
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-07-18
Latest Update:
Description:
Provides functions that performs popular stochastic gradient Markov chain Monte Carlo SGMCMC methods on user specified models. The required gradients are automatically calculated using TensorFlow httpswww.tensorflow.org an efficient library for numerical computation. This means only the log likelihood and log prior functions need to be specified. The methods implemented include stochastic gradient Langevin dynamics SGLD stochastic gradient Hamiltonian Monte Carlo SGHMC stochastic gradient Nose-Hoover thermostat SGNHT and their respective control variate versions for increased efficiency. References M. Welling Y. W. Teh 2011 httpwww.icml-2011.orgpapers398icmlpaper.pdf T. Chen E. B. Fox C. E. Guestrin 2014 arXiv1402.4102 N. Ding Y. Fang R. Babbush C. Chen R. D. Skeel H. Neven 2014 httpspapers.nips.ccpaper5592-bayesian-sampling-using-stochastic-gradient-thermostats J. Baker P. Fearnhead E. B. Fox C. Nemeth 2017 arXiv1706.05439. For more details see doi10.18637jss.v091.i03.
How to cite:
Jack Baker (2017). sgmcmc: Stochastic Gradient Markov Chain Monte Carlo. R package version 0.2.5, https://cran.r-project.org/web/packages/sgmcmc. Accessed 10 Nov. 2026.
Previous versions and publish date:
Other packages that cited sgmcmc R package
View sgmcmc citation profile
Other R packages that sgmcmc depends,
imports, suggests or enhances
Functions, R codes and Examples using
the sgmcmc R package
Some associated functions: getDataset . getParams . initSess . installTF . sghmc . sghmcSetup . sghmccv . sghmccvSetup . sgld . sgldSetup . sgldcv . sgldcvSetup . sgmcmc . sgmcmcStep . sgnht . sgnhtSetup . sgnhtcv . sgnhtcvSetup .
Some associated R codes: controlVariates.R . data.R . dynamics.R . install.R . setup.R . sghmc.R . sghmccv.R . sgld.R . sgldcv.R . sgmcmc.R . sgnht.R . sgnhtcv.R . storage.R . tfErrors.R . update.R . zzz.R . Full sgmcmc package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
MazamaSpatialUtils
A suite of conversion functions to create internally standardized
spatial polygons data frames. Uti ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jonathan Callahan (view profile)
cosinor2
Statistical procedures for calculating population ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Augustin Mutak (view profile)
rbooster
This is a simple package which provides a function
that boosts pre-ready or custom-made classifiers ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Fatih Saglam (view profile)
OBIC
The Open Bodem Index (OBI) is a method to evaluate the quality of soils of agricultural fields in Th ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Sven Verweij (view profile)
CNLTtsa
Implementations of recent complex-valued wavelet spectral procedures for analysis of irregularly sam ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Matt Nunes (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
29,369
R Packages
247,686
Dependencies
77,665
Author Associations
29,370
Publication Badges
