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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.

🌟 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 224 147

  2. eos-template eos-template Public template

    Template repository to add new models to the Ersilia Model Hub

    Python 1 2

  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 9 1

  5. zaira-chem zaira-chem Public

    Automated QSAR based on multiple small molecule descriptors

    Python 30 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 276 repositories
  • 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 224 GPL-3.0 147 48 (2 issues need help) 4 Updated Nov 22, 2024
  • ersilia-os/zairachem-docker’s past year of commit activity
    Python 0 GPL-3.0 0 1 0 Updated Nov 21, 2024
  • eos4e41 Public

    One fold chemprop antibiotic

    ersilia-os/eos4e41’s past year of commit activity
    Python 1 GPL-3.0 0 3 0 Updated Nov 21, 2024
  • eos4e40 Public

    Predictor of antibiotic activity for small molecules

    ersilia-os/eos4e40’s past year of commit activity
    Python 0 GPL-3.0 5 0 0 Updated Nov 21, 2024
  • eos-template Public template

    Template repository to add new models to the Ersilia Model Hub

    ersilia-os/eos-template’s past year of commit activity
    Python 1 GPL-3.0 2 6 0 Updated Nov 21, 2024
  • eos4zfy Public

    maip-malaria

    ersilia-os/eos4zfy’s past year of commit activity
    Python 0 GPL-3.0 0 3 0 Updated Nov 21, 2024
  • ersilia-to-cdd Public

    Ersilia Adaptor for making uploads to CDD vault for experimental results

    ersilia-os/ersilia-to-cdd’s past year of commit activity
    0 GPL-3.0 0 0 0 Updated Nov 19, 2024
  • chemical-library-exploration Public

    This simple repository performs a fast exploration of a chemical library

    ersilia-os/chemical-library-exploration’s past year of commit activity
    Python 1 GPL-3.0 1 0 0 Updated Nov 19, 2024
  • ersilia-model-hub-maintained-inputs Public

    This repository contains maintained input data to be used in the Ersilia Model Hub precalculations

    ersilia-os/ersilia-model-hub-maintained-inputs’s past year of commit activity
    Jupyter Notebook 0 GPL-3.0 0 0 0 Updated Nov 19, 2024
  • ersilia-pack Public

    Module to pack Ersilia models with FastAPI

    ersilia-os/ersilia-pack’s past year of commit activity
    Python 1 GPL-3.0 6 5 (4 issues need help) 0 Updated Nov 18, 2024

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