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ciflyr: Reachability-Based Primitives for Graphical Causal Inference

Provides a framework for specifying and running flexible linear-time reachability-based algorithms for graphical causal inference. Rule tables are used to encode and customize the reachability algorithm to typical causal and probabilistic reasoning tasks such as finding d-connected nodes or more advanced applications. For more information, see Wienöbst, Weichwald and Henckel (2025) <doi:10.48550/arXiv.2506.15758>.

Version: 0.1.1
Depends: R (≥ 4.2)
Suggests: testthat (≥ 3.0.0)
Published: 2025-07-03
DOI: 10.32614/CRAN.package.ciflyr
Author: Marcel Wienöbst [aut, cre, cph], Sebastian Weichwald [aut], Leonard Henckel [aut], Authors of the dependency Rust crates [ctb] (see inst/AUTHORS file for details)
ciflyr author details
Maintainer: Marcel Wienöbst <marcel.wienoebst at gmx.de>
BugReports: https://github.com/mwien/CIfly/issues
License: MIT + file LICENSE
URL: https://cifly.pages.dev/, https://github.com/mwien/CIfly
NeedsCompilation: yes
SystemRequirements: Cargo (Rust's package manager), rustc
Materials: README, NEWS
CRAN checks: ciflyr results

Documentation:

Reference manual: ciflyr.html , ciflyr.pdf

Downloads:

Package source: ciflyr_0.1.1.tar.gz
Windows binaries: r-devel: ciflyr_0.1.1.zip, r-release: ciflyr_0.1.1.zip, r-oldrel: ciflyr_0.1.1.zip
macOS binaries: r-release (arm64): ciflyr_0.1.1.tgz, r-oldrel (arm64): ciflyr_0.1.1.tgz, r-release (x86_64): ciflyr_0.1.1.tgz, r-oldrel (x86_64): ciflyr_0.1.1.tgz

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.