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The Ersilia Model Hub

A free, open-source repository of pre-trained AI/ML models for drug discovery and global health.

Fetch, serve, and run AI tools for antibiotic drug discovery and beyond.

The Ersilia Model Hub is a recognised Digital Public Good (DPG) by the DPG Alliance. It is a continuously expanding, fully maintained collection of AI/ML models for drug discovery, designed to drive adoption and practical use in wet-lab settings.

Browse our catalog of models related to small-molecule property and activity prediction, molecular representation, and sampling.

Explore models

Learn how to get started with Ersilia using a simple command-line interface to manage and run models on your system.

Read the docs

Get involved with our open-source codebases and contribute to their development.

Check the code

We are an open source community bringing together chemists, biologists, developers, and data scientists.

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Commits in GitHub

The Ersilia ecosystem is the result of contributions from an active and diverse community.

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Unique contributors

We bring together senior and junior data scientists and software engineers.

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Models for drug discovery

Each model in the Ersilia Model Hub has its own repository with code, parameters, dependencies, and metadata.

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Organization's repositories

We develop tools and carry out analyses tailored to specific projects. All of them are accessible in open source repositories.

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Scientific publications

Our work is publication-driven. We publish computational research in peer-reviewed journals.

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Pathogens of interest

Our tools focus on WHO-designated priority pathogens and the causative agents of neglected tropical diseases.

Built with the Ersilia Model Hub

Automated modeling of small-molecule bioactivities

Million-scale store of model precalculations for download

Online inference tailored for capacity-building workshops