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brnn (version 0.9.2)

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

1,626

Version

0.9.2

License

GPL-2

Maintainer

Paulino Rodriguez

Last Published

May 16th, 2022

Functions in brnn (0.9.2)

G

Genomic additive relationship matrix for the Jersey dataset.
brnn

brnn
estimate.trace

estimate.trace
jacobian

Jacobian
D

Genomic dominant relationship matrix for the Jersey dataset.
normalize

normalize
GOrd

Genomic additive relationship matrix for the GLS dataset.
brnn_extended

brnn_extended
initnw

Initialize networks weights and biases
partitions

Partitions for cross validation (CV)
brnn_ordinal

brnn_ordinal
predict.brnn_extended

predict.brnn_extended
pheno

Phenotypic information for Jersey
un_normalize

un_normalize
twoinput

2 Inputs and 1 output.
predict.brnn_ordinal

predict.brnn_ordinal
predict.brnn

predict.brnn
phenoOrd

Phenotypic information for GLS (ordinal trait)