/SSNNMM

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"

Primary LanguageJuliaMIT LicenseMIT

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.