simpleNeural: An Easy to Use Multilayer Perceptron
Version 0.1.1

Trains neural networks (multilayer perceptrons with one hidden layer) for bi- or multi-class classification.

AuthorDavid Dernoncourt [aut, cre] (LUNAM Universite, Universite Angers, Laboratoire d'ergonomie et d'epidemiologie en sante au travail (LEEST), w/ support from the French National Research Program for Environmental and Occupational Health of Anses (2012/18))
Date of publication2015-04-28 20:24:29
MaintainerDavid Dernoncourt <me@daviddernoncourt.com>
LicenseMIT + file LICENSE
Version0.1.1
URL https://bitbucket.org/patheticcockroach/simpleneural
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("simpleNeural")

Popular man pages

sN.MLPpredict: Runs a multilayer perceptron
sN.MLPtrain: Trains a multilayer perceptron with 1 hidden layer
sN.normalizeDF: Normalize data
UCI.BCD.Wisconsin: Breast Cancer Wisconsin (Diagnostic) Data Set
UCI.ISOLET.ABC: ISOLET Data Set (ABC)
UCI.transfusion: Blood Transfusion Service Center Data Set
See all...

All man pages Function index File listing

Man pages

sN.MLPpredict: Runs a multilayer perceptron
sN.MLPtrain: Trains a multilayer perceptron with 1 hidden layer
sN.normalizeDF: Normalize data
UCI.BCD.Wisconsin: Breast Cancer Wisconsin (Diagnostic) Data Set
UCI.ISOLET.ABC: ISOLET Data Set (ABC)
UCI.transfusion: Blood Transfusion Service Center Data Set

Functions

UCI.BCD.Wisconsin Man page
UCI.ISOLET.ABC Man page
UCI.transfusion Man page
nnCostFunction Source code
normalize Source code
ones Source code
randInitializeWeights Source code
sN.MLPpredict Man page Source code
sN.MLPtrain Man page Source code
sN.normalizeDF Man page Source code
sigmoid Source code
sigmoidGradient Source code
zeros Source code

Files

NAMESPACE
data
data/UCI.ISOLET.ABC.rda
data/UCI.transfusion.rda
data/UCI.BCD.Wisconsin.rda
R
R/data.r
R/helpers.r
R/main.R
MD5
DESCRIPTION
man
man/UCI.transfusion.Rd
man/sN.MLPpredict.Rd
man/sN.MLPtrain.Rd
man/sN.normalizeDF.Rd
man/UCI.BCD.Wisconsin.Rd
man/UCI.ISOLET.ABC.Rd
LICENSE
simpleNeural documentation built on May 19, 2017, 7:47 p.m.

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