Package: GADAG 0.99.0
GADAG: A Genetic Algorithm for Learning Directed Acyclic Graphs
Sparse large Directed Acyclic Graphs learning with a combination of a convex program and a tailored genetic algorithm (see Champion et al. (2017) <https://hal.archives-ouvertes.fr/hal-01172745v2/document>).
Authors:
GADAG_0.99.0.tar.gz
GADAG_0.99.0.tar.gz(r-4.7-arm64)GADAG_0.99.0.tar.gz(r-4.7-x86_64)GADAG_0.99.0.tar.gz(r-4.6-arm64)GADAG_0.99.0.tar.gz(r-4.6-x86_64)
GADAG_0.99.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
GADAG/json (API)
| # Install 'GADAG' in R: |
| install.packages('GADAG', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- toy_data - Toy data for running GADAG
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:40902c5013. Checks:4 NOTE, 2 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | NOTE | 109 | ||
| linux-devel-x86_64 | NOTE | 115 | ||
| source / vignettes | OK | 170 | ||
| linux-release-arm64 | NOTE | 115 | ||
| linux-release-x86_64 | NOTE | 125 | ||
| wasm-release | OK | 117 |
Exports:evaluationfitnessGADAG_AnalyzeGADAG_RungenerateToyData
Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMASSMatrixpkgconfigRcppRcppArmadillorlangvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| A Genetic Algorithm for Learning Directed Acyclic Graphs | GADAG |
| Evaluate the fitness of a population | evaluation |
| Compute the fitness of a potential solution | fitness |
| Analyze GADAG results. | GADAG_Analyze |
| Run GADAG | GADAG_Run |
| Generate toy data for running GADAG | generateToyData |
| Toy data for running GADAG | toy_data |
