Package: polyreg 0.8.0

polyreg: Polynomial Regression

Automate formation and evaluation of polynomial regression models. The motivation for this package is described in 'Polynomial Regression As an Alternative to Neural Nets' by Xi Cheng, Bohdan Khomtchouk, Norman Matloff, and Pete Mohanty (<arxiv:1806.06850>).

Authors:Norm Matloff [aut, cre], Xi Cheng [aut], Pete Mohanty [aut], Bohdan Khomtchouk [aut], Matthew Kotila [aut], Robin Yancey [aut], Robert Tucker [aut], Allan Zhao [aut], Tiffany Jiang [aut]

polyreg_0.8.0.tar.gz
polyreg_0.8.0.zip(r-4.7)polyreg_0.8.0.zip(r-4.6)polyreg_0.8.0.zip(r-4.5)
polyreg_0.8.0.tgz(r-4.6-any)polyreg_0.8.0.tgz(r-4.5-any)
polyreg_0.8.0.tar.gz(r-4.7-any)polyreg_0.8.0.tar.gz(r-4.6-any)
polyreg_0.8.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
polyreg/json (API)

# Install 'polyreg' in R:

install.packages('polyreg', repos = c('https://matloff.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/matloff/polyreg/issues

Datasets:

pef - Silicon Valley programmers and engineers data

On CRAN:

8.30 score 183 stars 4 packages 36 scripts 474 downloads 4 exports 1 dependencies

Last updated from:9945187fb3. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	120
source / vignettes	OK	154
linux-release-x86_64	OK	110
macos-release-arm64	OK	177
macos-oldrel-arm64	OK	156
windows-devel	OK	83
windows-release	OK	78
windows-oldrel	OK	66
wasm-release	OK	94

Exports:FSR getPoly polyFit toFactors

Dependencies:nnet

polyreg

polyreg, an Alternative to Machine Learning Methods | Motivation | Usage | Example

Rendered frompolyreg.Rmdusingknitr::rmarkdown

Last update: 2021-11-21
Started: 2021-11-21

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
FSR	FSR print.FSR summary.FSR
Get polynomial terms	getPoly polyMatrix
Miscellaneous	toFactors
Silicon Valley programmers and engineers data	pef
Polynomial Fit	polyFit predict.polyFit
predict.FSR	predict.FSR
Weather Time Series	weatherTS