brnn v0.8

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Bayesian Regularization for Feed-Forward Neural Networks

Bayesian regularization for feed-forward neural networks.

Functions in brnn

Name Description
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
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Details

Date 2020-01-04
LazyLoad true
License GPL-2
NeedsCompilation yes
Packaged 2020-01-05 17:32:37 UTC; paulino
Repository CRAN
Date/Publication 2020-01-08 23:01:53 UTC

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