BeanGPT
Your AI-powered partner for bean breeding and computational biology. Trained on 300k+ peer-reviewed papers, OPCC field trial data, and multi-omics resources, BeanGPT supports literature synthesis, trait exploration, field trial analysis, predictions, and breeding tips, accelerating crop improvement for Phaseolus and beyond.
AllInOne Pre-processing
An open-source R-Shiny package for pre-processing phenotypic datasets. Offers missing data detection & imputation (MICE), visualization tools, outlier detection, correlation & normalization (bestNormalize), spatial analysis (SpATS), BLUE/BLUP estimation, heritability calculation, and live dataset editing, all in an interactive environment.