CRAN/E | tidyfit

tidyfit

Regularized Linear Modeling with Tidy Data

Installation

About

An extension to the 'R' tidy data environment for automated machine learning. The package allows fitting and cross validation of linear regression and classification algorithms on grouped data.

tidyfit.residualmetrics.com
github.com/jpfitzinger/tidyfit

Key Metrics

Version 0.7.1
R ≥ 3.5
Published 2024-03-23 32 days ago
Needs compilation? no
License GPL-3
CRAN checks tidyfit results

Downloads

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Maintainer

Maintainer

Johann Pfitzinger

johann.pfitzinger@gmail.com

Authors

Johann Pfitzinger

aut / cre

Material

README
NEWS
Reference manual
Package source

Vignettes

Accessing Fitted Model Objects
Flowchart
Predicting Boston House Prices
Bootstrapping Confidence Intervals
Feature Selection
Multinomial Classification
Rolling Window Time Series Regression
Time-varying parameters vs. rolling windows

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

tidyfit archive

Depends

R ≥ 3.5

Imports

broom
crayon
dials
dplyr
furrr
generics
magrittr
MASS
methods
progressr
purrr
rlang
rsample
stats
tibble
tidyr
utils
vctrs
yardstick

Suggests

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testthat ≥ 3.0.0