deeptan-network is an open-source multi-task framework for bioinformatics, enabling inference of multi-omics trait-associated networks and reconstruction of phenotype-specific omics states from mosaic data. It is designed for researchers working with complex biological datasets.
In the Data science & ML workbench space, deeptan-network takes a focused approach. It helps researchers infer trait-associated networks and reconstruct omics states from complex biological data. It is built as an open-source project for bioinformatics researchers. deeptan-network is open source under the GNU General Public License v3 (GPLv3) license. The product ships for the command line.
deeptan-network first shipped in 2026. Key capabilities include multi-task learning, omics network inference, and phenotype reconstruction.
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