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brnn (version 0.8)

Bayesian Regularization for Feed-Forward Neural Networks

Description

Bayesian regularization for feed-forward neural networks.

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Version

Install

install.packages('brnn')

Monthly Downloads

2,004

Version

0.8

License

GPL-2

Maintainer

Paulino Rodriguez

Last Published

January 8th, 2020

Functions in brnn (0.8)

estimate.trace

estimate.trace
GOrd

Genomic additive relationship matrix for the GLS dataset.
brnn_ordinal

brnn_ordinal
normalize

normalize
phenoOrd

Phenotypic information for GLS (ordinal trait)
predict.brnn_ordinal

predict.brnn_ordinal
predict.brnn_extended

predict.brnn_extended
twoinput

2 Inputs and 1 output.
un_normalize

un_normalize
brnn

brnn
partitions

Partitions for cross validation (CV)
pheno

Phenotypic information for Jersey
predict.brnn

predict.brnn
G

Genomic additive relationship matrix for the Jersey dataset.
D

Genomic dominant relationship matrix for the Jersey dataset.
jacobian

Jacobian
brnn_extended

brnn_extended
initnw

Initialize networks weights and biases