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
autogam_0.1.0.zip(r-4.7)autogam_0.1.0.zip(r-4.6)autogam_0.1.0.zip(r-4.5)
autogam_0.1.0.tgz(r-4.6-any)autogam_0.1.0.tgz(r-4.5-any)
autogam_0.1.0.tar.gz(r-4.7-any)autogam_0.1.0.tar.gz(r-4.6-any)
autogam_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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/docs site:https://tripartio.github.io

On CRAN:

Conda:

3.18 score 3 stars 4 scripts 238 downloads 2 exports 62 dependencies

Last updated from:941e7ac1b8. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK152
source / vignettesOK179
linux-release-x86_64OK156
macos-release-arm64OK122
macos-oldrel-arm64OK124
windows-develOK88
windows-releaseOK88
windows-oldrelOK97
wasm-releaseOK112

Exports:autogamsmooth_formula_string

Dependencies:actuarassertthatbbmlebdsmatrixclicpp11cvardplyrexpintextraDistrfastICAfBasicsfGarchgbutilsgenericsgluegssGUILDSintervalslatticelifecyclelogitnormmagrittrMASSMatrixmgcvmvtnormnakagaminlmenloptrnumDerivpillarpkgconfigpoilogpoweRlawpracmapurrrR6rbibutilsRcppRcppArmadilloRcppParallelRdpackRfastrlangsadsspatialstablediststaccuracystringistringrtibbletidyrtidyselecttimeDatetimeSeriesunivariateMLutf8vctrsVGAMwithrzigg

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