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GenotypePrediction

Independent Python implementations of classical genomic prediction models.

Implemented models

Model Status Notes
Ridge/SNP-BLUP working primal ridge baseline
GBLUP partial dual kernel method under development
BayesC fixed-q prototype Gibbs sampler
BayesCπ prototype learns global inclusion q
BayesR planned mixture-of-normals prior
BayesRC planned annotation-stratified mixture prior

Installation

git clone ...
cd GenotypePrediction
pdm install

About

This repository aims to implement independently the classic genotype prediction methods and to test implementations of new ones.

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