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BGLR AI: Resources to Power the use of AI with BGLR

In this repository we will create a sequence of examples that can be used to train AI to write code for BGLR (including preparing the data, developing scripts to run models, extracting outputs and displaying results.

Examples

NameConceptsDataSourceStatus
interceptOnly.mdShows the most basic model one can run with BGLRSimulatedNoneTBR
fixedEffects.md
  • Linear regression w/factors and covariates
  • Posterior means and posterior SD
  • Trace plots
  • Posterior density plots
  • Posterior credibility regions
  • Posterior (co)variance of estimates
wagesNoneTBR
BayesianAlphabet.md
  • Linear regression on SNPs (large p)
  • Shrinkage and Variable Selection
Simulated using mice genotypesBGLR-RTBD

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