Purpose
Package: normaliseR 0.1.2
Trent Henderson
normaliseR: Re-Scale Vectors and Time-Series Features
Provides standardized access to a range of re-scaling methods for numerical vectors and time-series features calculated within the 'theft' ecosystem.
Authors:
normaliseR_0.1.2.tar.gz
normaliseR_0.1.2.zip(r-4.7)normaliseR_0.1.2.zip(r-4.6)normaliseR_0.1.2.zip(r-4.5)
normaliseR_0.1.2.tgz(r-4.6-any)normaliseR_0.1.2.tgz(r-4.5-any)
normaliseR_0.1.2.tar.gz(r-4.7-any)normaliseR_0.1.2.tar.gz(r-4.6-any)
normaliseR_0.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
normaliseR/json (API)
| # Install 'normaliseR' in R: |
| install.packages('normaliseR', repos = c('https://hendersontrent.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/hendersontrent/normaliser/issues
Pkgdown/docs site:https://hendersontrent.github.io
Last updated from:fc032ccc48. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 142 | ||
| source / vignettes | OK | 166 | ||
| linux-release-x86_64 | OK | 133 | ||
| macos-release-arm64 | OK | 114 | ||
| macos-oldrel-arm64 | OK | 109 | ||
| windows-devel | OK | 86 | ||
| windows-release | OK | 76 | ||
| windows-oldrel | OK | 77 | ||
| wasm-release | OK | 112 |
Exports:maxabs_scalerminmax_scalernormalisenormalizerobustsigmoid_scalersigmoid_scalerzscore_scaler
Dependencies:clidplyrfarvergenericsgluelabelinglifecyclemagrittrpillarpkgconfigR6RColorBrewerrlangscalestibbletidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Rescales a numeric vector using maximum absolute scaling | maxabs_scaler |
| Rescales a numeric vector into the unit interval [0,1] | minmax_scaler |
| Scale each feature vector into a user-specified range for visualisation and modelling | normalise normalize |
| Re-Scale Vectors and Time-Series Features | normaliseR-package normaliseR |
| Rescales a numeric vector using an outlier-robust Sigmoidal transformation | robustsigmoid_scaler |
| Rescales a numeric vector using a Sigmoidal transformation | sigmoid_scaler |
| Rescales a numeric vector into z-scores | zscore_scaler |