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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: 0.0.1
Imports: dplyr, mgcv, purrr, stats, stringr
Suggests: testthat (≥ 3.0.0)
Published: 2024-10-02
DOI: 10.32614/CRAN.package.autogam
Author: Chitu Okoli ORCID iD [aut, cre]
Maintainer: Chitu Okoli <Chitu.Okoli at skema.edu>
BugReports: https://github.com/tripartio/autogam/issues
License: MIT + file LICENSE
URL: https://github.com/tripartio/autogam, https://tripartio.github.io/autogam/
NeedsCompilation: no
Language: en-US
Materials: README NEWS
CRAN checks: autogam results

Documentation:

Reference manual: autogam.pdf

Downloads:

Package source: autogam_0.0.1.tar.gz
Windows binaries: r-devel: autogam_0.0.1.zip, r-release: autogam_0.0.1.zip, r-oldrel: autogam_0.0.1.zip
macOS binaries: r-release (arm64): autogam_0.0.1.tgz, r-oldrel (arm64): not available, r-release (x86_64): autogam_0.0.1.tgz, r-oldrel (x86_64): autogam_0.0.1.tgz

Linking:

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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.