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This is a repository containing codes used in the paper "Interpreting single-step genomic evaluation as a neural network of three layers: pedigree, genotypes, and phenotypes"

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SSNNMM

Scripts for our single-step NN-MM paper. Julia version 1.8.2 was used.

Below is the description of each folder:

Folder name Description
data data and scripts to simulate phenotypes
analysis scripts to run SSNNMM and conventional single-step

The pig genotype and pedigree data can also be downloaded from:
Matthew A Cleveland, John M Hickey, Selma Forni, A Common Dataset for Genomic Analysis of Livestock Populations, G3 Genes|Genomes|Genetics, Volume 2, Issue 4, 1 April 2012, Pages 429–435, https://doi.org/10.1534/g3.111.001453

Run NN-MM in JWAS software.

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This is a repository containing codes used in the paper "Interpreting single-step genomic evaluation as a neural network of three layers: pedigree, genotypes, and phenotypes"

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  • Julia 95.0%
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