AMORE: A MORE flexible neural network package

Share:

This package was born to release the TAO robust neural network algorithm to the R users. It has grown and I think it can be of interest for the users wanting to implement their own training algorithms as well as for those others whose needs lye only in the "user space".

Author
Manuel Castejon Limas, Joaquin B. Ordieres Mere, Ana Gonzalez Marcos, Francisco Javier Martinez de Pison Ascacibar, Alpha V. Pernia Espinoza, Fernando Alba Elias, Jose Maria Perez Ramos
Date of publication
2014-04-14 14:53:30
Maintainer
Manuel Castejón Limas <manuel.castejon@gmail.com>
License
GPL (>= 2)
Version
0.2-15
URLs

View on CRAN

Man pages

ADAPTgd.MLPnet
Adaptative gradient descent training
ADAPTgdwm.MLPnet
Adaptative gradient descent with momentum training
BATCHgd.MLPnet
Batch gradient descent training
BATCHgdwm.MLPnet
Batch gradient descent with momentum training
deltaE
Neural network training error criteria.
graphviz.MLPnet
Neural network graphic representation
init.MLPneuron
Neuron constructor.
newff
Create a Multilayer Feedforward Neural Network
random.init.MLPnet
Initialize the network with random weigths and biases.
random.init.MLPneuron
Initialize the neuron with random weigths and bias.
select.activation.function
Provides R code of the selected activation function.
sim.MLPnet
Performs the simulation of a neural network from an input...
taofun
TAO robust error criterium auxiliar functions.
train
Neural network training function.
training.report
Neural network training report generator function.

Files in this package

AMORE
AMORE/src
AMORE/src/Makevars
AMORE/src/sim.c
AMORE/src/copynet.c
AMORE/src/ADAPTgdwm.c
AMORE/src/BATCHgdwm.c
AMORE/src/ADAPTgd.c
AMORE/src/AMORE.h
AMORE/src/BATCHgd.c
AMORE/src/Makevars.win
AMORE/NAMESPACE
AMORE/R
AMORE/R/graphviz.R
AMORE/R/trMethods.R
AMORE/R/sim.R
AMORE/R/newff.R
AMORE/R/deltaE.R
AMORE/MD5
AMORE/DESCRIPTION
AMORE/ChangeLog
AMORE/man
AMORE/man/init.MLPneuron.Rd
AMORE/man/random.init.MLPnet.Rd
AMORE/man/newff.Rd
AMORE/man/graphviz.MLPnet.Rd
AMORE/man/ADAPTgd.MLPnet.Rd
AMORE/man/random.init.MLPneuron.Rd
AMORE/man/training.report.Rd
AMORE/man/select.activation.function.Rd
AMORE/man/train.Rd
AMORE/man/sim.MLPnet.Rd
AMORE/man/deltaE.Rd
AMORE/man/ADAPTgdwm.MLPnet.Rd
AMORE/man/BATCHgd.MLPnet.Rd
AMORE/man/BATCHgdwm.MLPnet.Rd
AMORE/man/taofun.Rd