Package: GRNNs 0.1.0

GRNNs: General Regression Neural Networks Package

This General Regression Neural Networks Package uses various distance functions. It was motivated by Specht (1991, ISBN:1045-9227), and updated from previous published paper Li et al. (2016) <doi:10.1016/j.palaeo.2015.11.005>. This package includes various functions, although "euclidean" distance is used traditionally.

Authors:Shufeng LI [aut, cre]

GRNNs_0.1.0.tar.gz
GRNNs_0.1.0.zip(r-4.7-any)GRNNs_0.1.0.zip(r-4.6-any)GRNNs_0.1.0.zip(r-4.5-any)
GRNNs_0.1.0.tgz(r-4.6-any)GRNNs_0.1.0.tgz(r-4.5-any)
GRNNs_0.1.0.tar.gz(r-4.7-any)GRNNs_0.1.0.tar.gz(r-4.6-any)
GRNNs_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
GRNNs/json (API)

# Install 'GRNNs' in R:

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

Bug tracker:https://github.com/shufeng-li/grnns/issues

Datasets:

met - Meteorological dataset
physg - Physiognomy dataset

On CRAN:

4.18 score 3 stars 5 scripts 298 downloads 7 exports 24 dependencies

Last updated from:8c0423e951. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	138
source / vignettes	OK	254
linux-release	OK	125
macos-release	OK	182
macos-oldrel	OK	236
windows-devel	OK	97
windows-release	OK	90
windows-oldrel	OK	92
wasm-release	OK	97

Exports:findSpread findSpreadRdist findSpreadVegan grnn grnn.distance grnn.kfold veg.distance

Dependencies:cli cluster cvTools DEoptimR farver glue labeling lattice lifecycle MASS Matrix mgcv nlme permute R6 RColorBrewer Rcpp RcppArmadillo rdist rlang robustbase scales vegan viridisLite

General Regression Neural Networks (GRNNs) package

Rendered fromGRNNs.Rmdusingknitr::rmarkdown

Last update: 2021-09-10
Started: 2021-08-20

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Find best spread	findSpread
find best spreads using Rdist	findSpreadRdist
Find best spread using vegan function	findSpreadVegan
General Regression Neural Networks (GRNNs)	grnn
grnn distance	grnn.distance
General Regression Neural Networks (GRNNs)	grnn.kfold
meteorological dataset	met
physiognomy dataset	physg
distance using vegdist	veg.distance