Package: nnlib2Rcpp 0.2.9

Vasilis Nikolaidis

nnlib2Rcpp: A Tool for Creating Custom Neural Networks in C++ and using Them in R

Contains a module to define neural networks from custom components and versions of Autoencoder, BP, LVQ, MAM NN.

Authors:Vasilis Nikolaidis [aut, cph, cre]

nnlib2Rcpp_0.2.9.tar.gz
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manual.pdf |manual.html✨
card.svg |card.png
nnlib2Rcpp/json (API)

# Install 'nnlib2Rcpp' in R:
install.packages('nnlib2Rcpp', repos = c('https://vnnikolaidis.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/vnnikolaidis/nnlib2rcpp/issues

Uses libs:
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

cpp

4.11 score 13 stars 4 scripts 262 downloads 8 exports 3 dependencies

Last updated from:42eaf76e9a. Checks:11 WARNING, 1 ERROR, 1 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64WARNING151
linux-devel-x86_64WARNING160
source / vignettesERROR255
linux-release-arm64WARNING164
linux-release-x86_64WARNING156
macos-release-arm64WARNING152
macos-release-x86_64WARNING264
macos-oldrel-arm64WARNING195
macos-oldrel-x86_64WARNING360
windows-develWARNING250
windows-releaseWARNING199
windows-oldrelWARNING165
wasm-releaseOK140

Exports:AutoencoderBPLVQsLVQs_recallLVQs_trainLVQuMAMNN

Dependencies:classMASSRcpp

Readme and manuals

Help Manual

Help pageTopics
A collection of Neural Networks and tools to create custom modelsnnlib2Rcpp-package nnlib2Rcpp
Autoencoder NNAutoencoder
Class '"BP"'BP BP-class Rcpp_BP Rcpp_BP-class
LVQs Helper Function: Classify Data Using Supervised LVQ Code-Book VectorsLVQs_recall
LVQs Helper Function: Train a Supervised LVQLVQs_train
Class '"LVQs"'LVQs LVQs-class Rcpp_LVQs-class
Unsupervised LVQLVQu SOM
Class '"MAM"'MAM MAM-class Rcpp_MAM Rcpp_MAM-class
Names of available NN componentsNN_component_names
Custom NN components defined using RNN_R_components
Class '"NN"'C++Object-class NN NN-class nn-class RcppClass-class Rcpp_NN Rcpp_NN-class