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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 ersilia Public

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

    Python 233 151

  2. eos-template eos-template Public template

    Template repository to add new models to the Ersilia Model Hub

    Python 2 5

  3. olinda olinda Public

    Chemistry model distillation, based on 1024-dimensional embeddings

    Python 4 1

  4. chemxor chemxor Public

    Privacy preserving machine learning for small molecule data

    Python 10 2

  5. zaira-chem zaira-chem Public

    Automated QSAR based on multiple small molecule descriptors

    Python 32 11

  6. isaura isaura Public

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

    Python 1 2

Repositories

Showing 10 of 282 repositories
  • eos78ao Public

    Mordred physicochemical descriptors

    ersilia-os/eos78ao’s past year of commit activity
    Python 2 GPL-3.0 4 2 0 Updated Jan 23, 2025
  • ersilia Public

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

    ersilia-os/ersilia’s past year of commit activity
    Python 233 GPL-3.0 151 45 (1 issue needs help) 3 Updated Jan 23, 2025
  • coadd-binary-tasks Public

    Binary tasks from the Co-ADD antimicrobial drug discovery resource

    ersilia-os/coadd-binary-tasks’s past year of commit activity
    Python 1 GPL-3.0 0 0 0 Updated Jan 22, 2025
  • ersilia-maintenance Public

    This repository contains maintenance workflows for the Ersilia Model Hub

    ersilia-os/ersilia-maintenance’s past year of commit activity
    Python 0 GPL-3.0 2 11 1 Updated Jan 22, 2025
  • abaumannii-enamine-real-screening Public

    Screening the Enamine REAL database against a series of Acinetobacter baumannii activity prediction models

    ersilia-os/abaumannii-enamine-real-screening’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Jan 21, 2025
  • chembl-binary-tasks Public

    A repository to generate bioassay datasets from ChEMBL ready for downstream AI/ML modelling

    ersilia-os/chembl-binary-tasks’s past year of commit activity
    Python 2 GPL-3.0 1 2 0 Updated Jan 21, 2025
  • ersilia-os/zairachem-docker’s past year of commit activity
    Python 0 GPL-3.0 0 4 0 Updated Jan 21, 2025
  • ersilia-stats Public

    Collection of statistics from the Ersilia open source software tools

    ersilia-os/ersilia-stats’s past year of commit activity
    Python 2 GPL-3.0 0 1 0 Updated Jan 20, 2025
  • ersilia-self-service Public

    Run Ersilia Model Hub models on GitHub Actions

    ersilia-os/ersilia-self-service’s past year of commit activity
    Python 2 GPL-3.0 1 69 0 Updated Jan 16, 2025
  • eos5guo Public
    ersilia-os/eos5guo’s past year of commit activity
    Python 0 GPL-3.0 1 0 1 Updated Jan 15, 2025