Package: rjuliabugs 0.1.0

rjuliabugs: Interface to 'JuliaBUGS.jl' from R

Provides an R interface to the 'JuliaBUGS.jl' package (https://github.com/TuringLang/JuliaBUGS.jl) for Bayesian inference using the BUGS modeling language. Allows R users to run models in Julia and return results as familiar R objects. Visualization and posterior analysis are supported via the 'bayesplot' and 'posterior' packages.

Authors:Mateus Maia [aut, cre], Xianda Sun [aut], Robert Goudie [aut]

rjuliabugs_0.1.0.tar.gz
rjuliabugs_0.1.0.zip(r-4.7)rjuliabugs_0.1.0.zip(r-4.6)rjuliabugs_0.1.0.zip(r-4.5)
rjuliabugs_0.1.0.tgz(r-4.6-any)rjuliabugs_0.1.0.tgz(r-4.5-any)
rjuliabugs_0.1.0.tar.gz(r-4.7-any)rjuliabugs_0.1.0.tar.gz(r-4.6-any)
rjuliabugs_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
rjuliabugs/json (API)

# Install 'rjuliabugs' in R:

install.packages('rjuliabugs', repos = c('https://mateusmaiads.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mateusmaiads/rjuliabugs/issues

Pkgdown/docs site:https://mateusmaiads.github.io

On CRAN:

4.65 score 3 stars 6 scripts 477 downloads 13 exports 29 dependencies

Last updated from:f6fff5c3d6. Checks:4 WARNING, 4 ERROR, 1 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	WARNING	151
source / vignettes	ERROR	311
linux-release-x86_64	WARNING	154
macos-release-arm64	WARNING	122
macos-oldrel-arm64	WARNING	132
windows-devel	ERROR	682
windows-release	ERROR	770
windows-oldrel	ERROR	684
wasm-release	OK	138

Exports:as_draws as_mcmc as_rvar bugs2juliaBUGS convert_numeric_types delete_julia_obj extract julia_assign_int juliaBUGS load_rjuliabugs save_rjuliabugs setup_juliaBUGS wrap_model_to_juliaBUGS

Dependencies:abind backports checkmate cli coda distributional evaluate generics glue highr JuliaCall knitr lattice lifecycle magrittr matrixStats numDeriv pillar pkgconfig posterior Rcpp rjson rlang tensorA tibble utf8 vctrs xfun yaml

Vignettes and/or manual for this package failed to build, some documents may be unavailable. Please inspect thebuild logs for more information.

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Convert to posterior::draws format	as_draws as_draws.array as_draws.rjuliabugs
Convert to coda::mcmc or mcmc.list format	as_mcmc as_mcmc.array as_mcmc.rjuliabugs
Convert to posterior::rvar format	as_rvar as_rvar.array as_rvar.rjuliabugs
Convert Bayesian Updating for Gibbs Sampling (BUGS) Model to Julia's `@bugs` Macro Format	bugs2juliaBUGS
Convert Numeric Elements in a List to Integer or Float	convert_numeric_types
Delete an object from the Julia Main environment	delete_julia_obj
Extract Posterior Samples from an `rjuliabugs` S3 Object	extract
Assign an Integer Value to a Julia Variable	julia_assign_int
Run a Julia HMC Sampler for a BUGS-like Probabilistic Model	juliaBUGS
Load an 'rjuliabugs' Object and Restore the Julia State	load_rjuliabugs
Save an 'rjuliabugs' Object and Its Julia State	save_rjuliabugs
Setup Julia Environment for JuliaBUGS	setup_juliaBUGS
Summary Method for JuliaBUGS Sampler Output	summary.rjuliabugs
Wrap Bayesian Updating for Gibbs Sampling (BUGS) Model for Julia	wrap_model_to_juliaBUGS