Package: autogam 0.1.0

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.

Authors:Chitu Okoli [aut, cre]

autogam_0.1.0.tar.gz
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autogam.pdf |autogam.html✨
autogam/json (API)
NEWS

# Install 'autogam' in R:
install.packages('autogam', repos = c('https://tripartio.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/tripartio/autogam/issues

Pkgdown site:https://tripartio.github.io

On CRAN:

Conda:

4.02 score 3 stars 3 scripts 313 downloads 2 exports 63 dependencies

Last updated 1 months agofrom:941e7ac1b8. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 26 2025
R-4.5-winOKMar 26 2025
R-4.5-macOKMar 26 2025
R-4.5-linuxOKMar 26 2025
R-4.4-winOKMar 26 2025
R-4.4-macOKMar 26 2025
R-4.4-linuxOKMar 26 2025
R-4.3-winOKMar 26 2025
R-4.3-macOKMar 26 2025

Exports:autogamsmooth_formula_string

Dependencies:actuarassertthatbbmlebdsmatrixclicpp11cvardplyrexpintextraDistrfansifastICAfBasicsfGarchgbutilsgenericsgluegssGUILDSintervalslatticelifecyclelogitnormmagrittrMASSMatrixmgcvmvtnormnakagaminlmenloptrnumDerivpillarpkgconfigpoilogpoweRlawpracmapurrrR6rbibutilsRcppRcppArmadilloRcppParallelRdpackRfastrlangsadsspatialstablediststaccuracystringistringrtibbletidyrtidyselecttimeDatetimeSeriesunivariateMLutf8vctrsVGAMwithrzigg

Readme and manuals

Help Manual

Help pageTopics
Automate the creation of a Generalized Additive Model (GAM)autogam
Generic autogam methods passed on to mgcv::gam methodsanova.autogam autogam generic methods coef.autogam cooks.distance.autogam formula.autogam influence.autogam logLik.autogam model.matrix.autogam predict.autogam residuals.autogam vcov.autogam
Plot Method for autogam Objectsplot.autogam
Print Method for autogam Objectsprint.autogam
Create a character string for a mgcv::gam formulasmooth_formula_string
Summary Method for autogam Objectssummary.autogam