https://normanlabucd.r-universe.devRecent package updates in normanlabucdR-universehttps://github.com/normanlabucd.pnghttps://normanlabucd.r-universe.devThu, 18 Jun 2026 16:41:29 GMTsuraju.sadeeq@cuanschutz.edu (Suraju A. Sadeeq)A scalable and accurate tool for Killer-cell Immunoglobulin-like Receptor (KIR) genotype imputation directly from SNP array data using supervised machine learning models trained across five continental ancestry groups. Uses attribute bagging and an ensemble classifier method with haplotype inference for SNPs and KIR types. Models are built from global populations in the 1000 Genomes Project and validated across diverse biobank cohorts. Methods are based on Zheng et al. (2014) <doi:10.1016/j.ajhg.2013.12.015> and Sadeeq et al. (2026) <https://github.com/NormanLabUCD/PONG2>.https://github.com/r-universe/normanlabucd/actions/runs/28156509107Thu, 18 Jun 2026 16:41:29 GMTPONG21.0.1successhttps://normanlabucd.r-universe.devhttps://github.com/normanlabucd/pong2PONG2-basics.RmdPONG2-basics.htmlPONG2 Basics: Installation, Quick Start, and Core Usage2026-02-19 19:15:552026-06-17 17:52:27PONG2-imputation.RmdPONG2-imputation.htmlPONG2 Imputation Workflow2026-02-19 19:15:552026-06-17 17:52:27PONG2-R-api.RmdPONG2-R-api.htmlPONG2 R API: Direct R Usage with Example Data2026-06-17 17:52:272026-06-17 17:52:27PONG2-training.RmdPONG2-training.htmlPONG2 Training: Building Custom KIR Prediction Models2026-02-19 19:15:552026-06-17 17:52:27