brnn: Bayesian Regularization for Feed-Forward Neural Networks

Bayesian regularization for feed-forward neural networks.

Author
Paulino Perez Rodriguez, Daniel Gianola
Date of publication
2016-01-26 23:24:30
Maintainer
Paulino Perez Rodriguez <perpdgo@colpos.mx>
License
GPL-2
Version
0.6

View on CRAN

Man pages

brnn
brnn
brnn_extended
brnn_extended
D
Genomic dominant relationship matrix for the Jersey dataset.
estimate.trace
estimate.trace
G
Genomic additive relationship matrix for the Jersey dataset.
initnw
Initialize networks weights and biases
jacobian
Jacobian
normalize
normalize
partitions
Partitions for cross validation (CV)
pheno
Phenotypic information for Jersey
predictions.brnn
predict.brnn
predictions.brnn_extended
predict.brnn_extended
twoinput
2 Inputs and 1 output.
un_normalize
un_normalize

Files in this package

brnn
brnn/COPYING
brnn/inst
brnn/inst/history.txt
brnn/src
brnn/src/Makevars
brnn/src/util.c
brnn/src/win
brnn/src/win/util_win.c
brnn/src/Lanczos.c
brnn/src/util.h
brnn/src/unix
brnn/src/unix/util_unix.c
brnn/src/Makevars.win
brnn/src/Lanczos.h
brnn/NAMESPACE
brnn/demo
brnn/demo/Example_3.R
brnn/demo/Example_1.R
brnn/demo/Example_5.R
brnn/demo/Example_4.R
brnn/demo/00Index
brnn/demo/Example_2.R
brnn/data
brnn/data/twoinput.RData
brnn/data/Jersey.RData
brnn/R
brnn/R/brnn.R
brnn/R/methods.R
brnn/MD5
brnn/DESCRIPTION
brnn/man
brnn/man/un_normalize.Rd
brnn/man/pheno.Rd
brnn/man/initnw.Rd
brnn/man/predictions.brnn.Rd
brnn/man/G.Rd
brnn/man/jacobian.Rd
brnn/man/brnn.Rd
brnn/man/D.Rd
brnn/man/estimate.trace.Rd
brnn/man/twoinput.Rd
brnn/man/brnn_extended.Rd
brnn/man/normalize.Rd
brnn/man/predictions.brnn_extended.Rd
brnn/man/partitions.Rd