Package: nFunNN 1.0

Rou Zhong
nFunNN: Nonlinear Functional Principal Component Analysis using Neural Networks
Implementation for 'nFunNN' method, which is a novel nonlinear functional principal component analysis method using neural networks. The crucial function of this package is nFunNNmodel().
Authors:
nFunNN_1.0.tar.gz
nFunNN_1.0.tar.gz(r-4.7-any)nFunNN_1.0.tar.gz(r-4.6-any)
nFunNN_1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
nFunNN/json (API)
| # Install 'nFunNN' in R: |
| install.packages('nFunNN', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:a252744eab. Checks:2 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 168 | ||
| source / vignettes | OK | 182 | ||
| linux-release-x86_64 | NOTE | 107 | ||
| wasm-release | OK | 109 |
Exports:nFunNN_CRnFunNNmodel
Dependencies:ashbitbit64bitopscallrcliclustercolorspacecorocpp11descdeSolvefarverfdafdsFNNggplot2gluegtablehdrcdeisobandjsonlitekernlabKernSmoothkslabelinglatticelifecyclelocfitmagrittrMASSMatrixmclustmgcvmulticoolmvtnormnlmepcaPPpracmaprocessxpsR6rainbowRColorBrewerRcppRCurlrlangS7safetensorsscalestorchvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Curve reconstruction | nFunNN_CR |
| Nonlinear FPCA using neural networks | nFunNNmodel |