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brnn (version 0.9.3)

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

1,466

Version

0.9.3

License

GPL-2

Maintainer

Paulino Rodriguez

Last Published

November 10th, 2023

Functions in brnn (0.9.3)

predict.brnn_extended

predict.brnn_extended
D

Genomic dominant relationship matrix for the Jersey dataset.
initnw

Initialize networks weights and biases
partitions

Partitions for cross validation (CV)
GOrd

Genomic additive relationship matrix for the GLS dataset.
phenoOrd

Phenotypic information for GLS (ordinal trait)
estimate.trace

estimate.trace
predict.brnn

predict.brnn
brnn_ordinal

brnn_ordinal
brnn_extended

brnn_extended
brnn

brnn
un_normalize

un_normalize
G

Genomic additive relationship matrix for the Jersey dataset.
predict.brnn_ordinal

predict.brnn_ordinal
pheno

Phenotypic information for Jersey
twoinput

2 Inputs and 1 output.
jacobian

Jacobian
normalize

normalize