Overview | Installation | Quick Start | Basic Smoothing | Robust Smoothing with Intervals | Main Classes | Learn More | Session Info
Package: rfastloess 0.9.0
rfastloess: High-Performance LOESS Smoothing for R
Provides high-performance LOESS smoothing (Locally Estimated 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:
rfastloess_0.9.0.tar.gz
rfastloess_0.9.0.zip(r-4.7)rfastloess_0.9.0.zip(r-4.6)rfastloess_0.9.0.zip(r-4.5)
rfastloess_0.9.0.tgz(r-4.6-x86_64)rfastloess_0.9.0.tgz(r-4.6-arm64)rfastloess_0.9.0.tgz(r-4.5-x86_64)rfastloess_0.9.0.tgz(r-4.5-arm64)
rfastloess_0.9.0.tar.gz(r-4.7-arm64)rfastloess_0.9.0.tar.gz(r-4.7-x86_64)rfastloess_0.9.0.tar.gz(r-4.6-arm64)rfastloess_0.9.0.tar.gz(r-4.6-x86_64)
rfastloess_0.9.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
rfastloess/json (API)
| # Install 'rfastloess' in R: |
| install.packages('rfastloess', repos = c('https://thisisamirv.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/thisisamirv/loess-project/issues
preprocessingstatisticalmethodregressionfunctionalpredictionqualitycontrolkeggrustcargo
Last updated from:8625a3236d. Checks:11 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | NOTE | 191 | ||
| linux-devel-x86_64 | NOTE | 187 | ||
| source / vignettes | OK | 316 | ||
| linux-release-arm64 | NOTE | 169 | ||
| linux-release-x86_64 | NOTE | 183 | ||
| macos-release-arm64 | NOTE | 97 | ||
| macos-release-x86_64 | NOTE | 338 | ||
| macos-oldrel-arm64 | NOTE | 112 | ||
| macos-oldrel-x86_64 | NOTE | 232 | ||
| windows-devel | NOTE | 178 | ||
| windows-release | NOTE | 175 | ||
| windows-oldrel | NOTE | 165 | ||
| wasm-release | OK | 176 |
Exports:LoessNullableOnlineLoessStreamingLoess
Dependencies:BiocGenericsgenerics
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| rfastloess: High-performance LOESS Smoothing for R | rfastloess-package rfastloess |
| LOESS Batch Smoothing | Loess |
| Nullable Value Wrapper | Nullable |
| LOESS Online Smoothing | OnlineLoess |
| Plot Loess Result | plot.LoessResult |
| Print Loess Model | print.Loess |
| Print Loess Result | print.LoessResult |
| Print OnlineLoess Model | print.OnlineLoess |
| Print StreamingLoess Model | print.StreamingLoess |
| LOESS Streaming Smoothing | StreamingLoess |
