SIB Swiss Institute of Bioinformatics

Compositional neurosymbolic representations enable efficient active exploration

Abstract Autonomous systems that learn and explore over long horizons face a problem. Standard methods scale poorly in the number of observations, n , precluding sustained operation on bounded hardware. We show that compositional, high-dimensional vector representations inspired...

TaxoFlow: a step-by-step tutorial to build a nextflow pipeline for metagenomics taxonomic classification

Reproducibility challenges scientific reporting, including metagenomics, where increasingly complex bioinformatics pipelines hinder transparency, comparability, and customization for life science students globally. To address this demanding task, we built an open, interactive and...