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Biocore provides common functions for the bio family of libraries (biosets, biofit, biorun, and bioserve), which addresses various steps in the end-to-end machine learning pipeline and are tailored for bioinformatics applications. Biocore supports these libraries with utilities for dataset conversion, dependency checks, and function inspection.