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Ersilia, a hub of AI/ML models for infectious disease research

Talkat FOSDEM 2022 · on Saturday, 2022-02-05· at 13:25· D.research· [machine-learning, open-source]

speaker

name:Gemma Turon
links:none on file

resources

video:https://video.fosdem.org/2022/D.research/open_research_ersilia.mp4
slides:https://fosdem.org/2022/schedule/event/open_research_ersilia/attachments/slides/4854/export/events/attachments/open_research_ersilia/slides/4854/Ersilia_slides

summary

Ersilia Model Hub is a FLOSS platform that catalogs AI/ML models for infectious and neglected tropical disease research and lets researchers run them without coding. The alpha MVP (100 models, Jan 2022) is a CLI tool that downloads models from a GitHub repo to run locally on ordinary personal computers; future plans include a web query interface and an automated end-to-end pipeline to train models on users’ datasets.

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