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causact: Fast, Easy, and Visual Bayesian Inference

Accelerate Bayesian analytics workflows in 'R' through interactive modelling, visualization, and inference. Define probabilistic graphical models using directed acyclic graphs (DAGs) as a unifying language for business stakeholders, statisticians, and programmers. This package relies on interfacing with the 'numpyro' python package.

Version:0.6.0
Depends:R (≥ 4.1.0)
Imports:DiagrammeR (≥ 1.0.9),dplyr (≥ 1.0.8),magrittr (≥ 1.5),ggplot2 (≥ 3.4.0),rlang (≥ 1.0.2),purrr (≥ 1.0.0),tidyr (≥ 1.1.4),igraph (≥ 1.2.7),stringr (≥ 1.4.1),cowplot (≥1.1.0),forcats (≥ 0.5.0),rstudioapi (≥ 0.11),lifecycle (≥1.0.2),reticulate (≥ 1.30)
Suggests:knitr,covr,testthat (≥ 3.0.0),rmarkdown,extraDistr,mvtnorm
Published:2025-09-12
DOI:10.32614/CRAN.package.causact
Author:Adam Fleischhacker [aut, cre, cph], Daniela Dapena [ctb], Rose Nguyen [ctb], Jared Sharpe [ctb]
Maintainer:Adam Fleischhacker <ajf at udel.edu>
BugReports:https://github.com/flyaflya/causact/issues
License:MIT + fileLICENSE
URL:https://github.com/flyaflya/causact,https://www.causact.com/
NeedsCompilation:no
SystemRequirements:Python and numpyro are needed for Bayesianinference computations; python (>= 3.8) with header files andshared library; numpyro (= v0.12.1;https://https://num.pyro.ai/en/latest/index.html); arviz (=v0.15.1; https://https://python.arviz.org/en/stable/)
Citation:causact citation info
Materials:README,NEWS
In views:Bayesian
CRAN checks:causact results

Documentation:

Reference manual:causact.html ,causact.pdf
Vignettes:narrative-to-insight-with-causact (source)

Downloads:

Package source: causact_0.6.0.tar.gz
Windows binaries: r-devel:causact_0.6.0.zip, r-release:causact_0.6.0.zip, r-oldrel:causact_0.6.0.zip
macOS binaries: r-release (arm64):causact_0.6.0.tgz, r-oldrel (arm64):causact_0.6.0.tgz, r-release (x86_64):causact_0.6.0.tgz, r-oldrel (x86_64):causact_0.6.0.tgz
Old sources: causact archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=causactto link to this page.


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