Package: rfastlowess 1.3.0
rfastlowess: High-Performance LOWESS Smoothing for R
Provides high-performance LOWESS smoothing (Locally Weighted Scatterplot Smoothing) using a 'Rust' backend. Supports various weight functions, robustness iterations, streaming/online processing, cross-validation, and uncertainty quantification. Applicable to genomic data, time series, and general-purpose smoothing tasks.
Authors:
rfastlowess_1.3.0.tar.gz
rfastlowess_1.3.0.zip(r-4.7)rfastlowess_1.3.0.zip(r-4.6)rfastlowess_1.3.0.zip(r-4.5)
rfastlowess_1.3.0.tgz(r-4.6-x86_64)rfastlowess_1.3.0.tgz(r-4.6-arm64)rfastlowess_1.3.0.tgz(r-4.5-x86_64)rfastlowess_1.3.0.tgz(r-4.5-arm64)
rfastlowess_1.3.0.tar.gz(r-4.7-arm64)rfastlowess_1.3.0.tar.gz(r-4.7-x86_64)rfastlowess_1.3.0.tar.gz(r-4.6-arm64)rfastlowess_1.3.0.tar.gz(r-4.6-x86_64)
rfastlowess_1.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
rfastlowess/json (API)
NEWS
| # Install 'rfastlowess' in R: |
| install.packages('rfastlowess', repos = c('https://thisisamirv.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/thisisamirv/lowess-project/issues
preprocessingstatisticalmethodregressionfunctionalpredictionqualitycontrolkeggrustcargo
Last updated from:96219cc9a9. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 157 | ||
| linux-devel-x86_64 | OK | 155 | ||
| source / vignettes | OK | 263 | ||
| linux-release-arm64 | OK | 146 | ||
| linux-release-x86_64 | OK | 154 | ||
| macos-release-arm64 | OK | 202 | ||
| macos-release-x86_64 | OK | 236 | ||
| macos-oldrel-arm64 | OK | 161 | ||
| macos-oldrel-x86_64 | OK | 363 | ||
| windows-devel | OK | 204 | ||
| windows-release | OK | 236 | ||
| windows-oldrel | OK | 154 | ||
| wasm-release | OK | 197 |
Exports:LowessNullableOnlineLowessStreamingLowess
Dependencies:BiocGenericsgenerics
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| rfastlowess: High-performance LOWESS Smoothing for R | rfastlowess-package rfastlowess |
| LOWESS Batch Smoothing | Lowess |
| Nullable Value Wrapper | Nullable |
| LOWESS Online Smoothing | OnlineLowess |
| Plot Lowess Result | plot.LowessResult |
| Print Lowess Model | print.Lowess |
| Print Lowess Result | print.LowessResult |
| Print OnlineLowess Model | print.OnlineLowess |
| Print StreamingLowess Model | print.StreamingLowess |
| LOWESS Streaming Smoothing | StreamingLowess |
