https://github.com/datasciencetoolkit/nextgp.jl

Next Generation Genomic Prediction Tools
https://github.com/datasciencetoolkit/nextgp.jl

julia

Last synced: 9 months ago
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Next Generation Genomic Prediction Tools

• Host: GitHub
• URL: https://github.com/datasciencetoolkit/nextgp.jl
• Owner: datasciencetoolkit
• License: gpl-3.0
• Created: 2022-02-21T09:22:06.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2025-09-01T08:30:57.000Z (10 months ago)
• Last Synced: 2025-09-29T17:22:39.010Z (9 months ago)
• Topics: julia
• Language: Julia
• Homepage:
• Size: 3.59 MB
• Stars: 10
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
[![](https://img.shields.io/badge/docs-stable-blue.svg)](https://datasciencetoolkit.github.io/NextGP.jl/stable)

[![](https://img.shields.io/badge/docs-dev-blue.svg)](https://datasciencetoolkit.github.io/NextGP.jl/dev)

# NextGP: Next generation genomic prediction tools

- NextGP project aims at providing necessary analysis tools to quantitative/statistical geneticists for genomic predictions.

- As the name suggests, NextGP will focus on next generation of methods, though some traditional genomic prediction methods as well as conventional mixed model type of analysis will be a part of the package for completeness.

- I will implement Bayesian approach in parameter estimations. In most cases, a Gibbs sampling procedure will be used.

- NextGP has two main focus:

   - Models for multi-breed (population,line etc..) analysis

   - Gene regulatory network estimation

-  NextGP will rely on a set of Julia packages, some of which could be easily avoided, or will be avoided in the later releases.