NNbenchmark-package: Package NNbenchmark

In NNbenchmark: Datasets and Functions to Benchmark Neural Network Packages

Description

Datasets and functions to benchmark (convergence, speed, ease of use) R packages dedicated to regression with neural networks (no classification in this version). The templates for the tested packages are available at <https://github.com/pkR-pkR/NNbenchmarkTemplates> and <https://theairbend3r.github.io/NNbenchmarkWeb/index.html>. The submitted article to the R-Journal can be read at <https://www.inmodelia.com/gsoc2020.html>.

Examples

ds <- grep("^[m,u]", ls("package:NNbenchmark"), value = TRUE); ds
t(sapply(ds, function(x) dim(get(x)))) 
NNdataSummary(NNdatasets)
plot(uGauss2)
pairs(mIshigami)
ht(NNdatasets, n = 2, l = 6)

NNbenchmark documentation built on June 5, 2021, 5:06 p.m.