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@ersilia-os

Ersilia Open Source Initiative

Ersilia is a charity developing open source tools to facilitate global health drug discovery, with a focus on neglected diseases, for equal healthcare

🦠 Welcome to Ersilia 💊

  • 🙋‍ The Ersilia Open Source Initiative is a non-profit organization dedicated to promoting open-source science and fostering a collaborative community.
  • 🌍 Our mission is to equip laboratories in the Global South with machine learning and data science tools for drug discovery, empowering them to address local and global health challenges.
  • 🧙 Browse the Ersilia Model Hub, our repository of pre-trained machine learning models!
  • 📚 Visit more extensive documentation in the Ersilia Book.
  • 📊 Find some impact statistics in the Ersilia Stats repository.

🌟 Get Involved

We encourage participation from researchers, developers, and enthusiasts around the world. By contributing to our open-source projects, you can help us make a difference in the lives of people in the Global South.

  • 🤝 Collaborate with us on our projects by contributing code, ideas, or expertise.
  • 💡 Share our work with your network to increase awareness and support.
  • 🚀 Adopt our open-source tools and models in your research or organization to help drive scientific progress.

Together, we can make a lasting impact through open-source science and empower the Global South to tackle health challenges with the power of machine learning and data science.

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  1. ersilia Public

    The Ersilia Model Hub, a repository of AI/ML models for infectious and neglected disease research.

    Python 248 158

  2. eos-template Public template

    Template repository to add new models to the Ersilia Model Hub

    Python 3 4

  3. olinda Public

    Chemistry model distillation, based on 1024-dimensional embeddings

    Python 5 1

  4. chemxor Public

    Privacy preserving machine learning for small molecule data

    Python 12 2

  5. zaira-chem Public

    Automated QSAR based on multiple small molecule descriptors

    Python 34 11

  6. isaura Public

    A lake of precalculated properties of biomedical entities based on the Ersilia Model Hub

    Python 1 2

Repositories

Showing 10 of 287 repositories
  • ersilia-maintenance Public

    This repository contains maintenance workflows for the Ersilia Model Hub

    Python 0 GPL-3.0 2 1 1 Updated Mar 28, 2025
  • chembl-antimicrobial-tasks Public

    Get antimicrobial tasks from ChEMBL framed as binary classifications

    Jupyter Notebook 1 GPL-3.0 0 1 0 Updated Mar 27, 2025
  • eos5axz Public

    Morgan count fingerprints with radius 3

    Python 1 GPL-3.0 3 0 0 Updated Mar 27, 2025
  • ersilia Public

    The Ersilia Model Hub, a repository of AI/ML models for infectious and neglected disease research.

    Python 248 GPL-3.0 158 35 (1 issue needs help) 5 Updated Mar 27, 2025
  • eos8a4x Public

    RDKIT physicochemical descriptors of small molecules

    Python 2 GPL-3.0 2 0 0 Updated Mar 27, 2025
  • eos-template Public template

    Template repository to add new models to the Ersilia Model Hub

    Python 3 GPL-3.0 4 2 0 Updated Mar 27, 2025
  • ersilia-pack Public

    Module to pack Ersilia models with FastAPI

    Python 2 GPL-3.0 8 8 0 Updated Mar 27, 2025
  • ersilia-model-workflows Public

    Repository containing all the workflows to update and maintain Ersilia Models

    0 GPL-3.0 0 2 0 Updated Mar 27, 2025
  • eos5xng Public
    Python 0 GPL-3.0 0 2 0 Updated Mar 27, 2025
  • eos45zo Public
    Python 0 GPL-3.0 0 0 0 Updated Mar 25, 2025

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