autogam: Automate the Creation of Generalized Additive Models (GAMs)
This wrapper package for 'mgcv' makes it easier to create high-performing Generalized Additive Models (GAMs). With its central function autogam(), by entering just a dataset and the name of the outcome column as inputs, 'AutoGAM' tries to automate the procedure of configuring a highly accurate GAM which performs at reasonably high speed, even for large datasets.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.2.0) |
| Imports: | cli,dplyr, methods,mgcv,purrr,rlang,staccuracy, stats,stringr,univariateML |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2025-02-24 |
| DOI: | 10.32614/CRAN.package.autogam |
| Author: | Chitu Okoli [aut, cre] |
| Maintainer: | Chitu Okoli <Chitu.Okoli at skema.edu> |
| BugReports: | https://github.com/tripartio/autogam/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/tripartio/autogam,https://tripartio.github.io/autogam/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README,NEWS |
| CRAN checks: | autogam results |
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