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@EPFLiGHT

LiGHT: Laboratory of intelligent Global Health Technologies

Health Equity = f(data)

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  1. MultiModN MultiModN Public

    MultiModN – Multimodal, Multi-Task, Interpretable Modular Networks (NeurIPS 2023)

    Python 30 2

  2. cumulator cumulator Public

    A tool to quantify and report the carbon footprint of machine learning computations and communication

    Jupyter Notebook 20 5

  3. DeepBreath-NatMed23 DeepBreath-NatMed23 Public

    Jupyter Notebook 7 1

  4. MoDN-ML4H MoDN-ML4H Public

    Python 2 1

  5. CS433-2021-ecoML CS433-2021-ecoML Public

    Jupyter Notebook 1 1

  6. predicting-poverty-through-time predicting-poverty-through-time Public

    Semesterproject for predicting poverty through time by using publicy available data.

    Jupyter Notebook 1 6

Repositories

Showing 10 of 14 repositories
  • MyTH Public

    This code implements MyTH, an approach for privacy-preserving and visually interpretable identification of data bias in federated learning for images (the paper is under review in npj Digital Medicine). Authors: Klavdiia Naumova (EPFL), Arnout Devos (ETH), Sai Praneeth Karimireddy (UC Berkeley, USC), Martin Jaggi (EPFL), Mary-Anne Hartley (Yale)

    EPFLiGHT/MyTH’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Aug 5, 2024
  • what-if_platform_frontend Public
    EPFLiGHT/what-if_platform_frontend’s past year of commit activity
    HTML 0 MIT 0 0 0 Updated Oct 23, 2023
  • MultiModN Public

    MultiModN – Multimodal, Multi-Task, Interpretable Modular Networks (NeurIPS 2023)

    EPFLiGHT/MultiModN’s past year of commit activity
    Python 30 MIT 2 1 0 Updated Sep 26, 2023
  • cumulator Public

    A tool to quantify and report the carbon footprint of machine learning computations and communication

    EPFLiGHT/cumulator’s past year of commit activity
    Jupyter Notebook 20 MIT 5 12 (3 issues need help) 0 Updated Sep 5, 2023
  • DeepBreath-NatMed23 Public
    EPFLiGHT/DeepBreath-NatMed23’s past year of commit activity
    Jupyter Notebook 7 Apache-2.0 1 0 0 Updated Jun 13, 2023
  • predicting-poverty-through-time Public

    Semesterproject for predicting poverty through time by using publicy available data.

    EPFLiGHT/predicting-poverty-through-time’s past year of commit activity
    Jupyter Notebook 1 6 0 5 Updated Jun 6, 2023
  • PLOSDH-MoDN-TrottetVogels2022 Public

    MoDN repo for PLOS Digital Health paper

    EPFLiGHT/PLOSDH-MoDN-TrottetVogels2022’s past year of commit activity
    Python 0 0 0 0 Updated Feb 2, 2023
  • MoDN-ML4H Public
    EPFLiGHT/MoDN-ML4H’s past year of commit activity
    Python 2 1 0 0 Updated Nov 5, 2022
  • What-If_model Public

    PLoSGPH2022-Mannarini&Posa&Bossy et al

    EPFLiGHT/What-If_model’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jun 18, 2022
  • coML-Personalized-v2 Public

    Felix Grimberg (MSc-Semester Project, 2020)

    EPFLiGHT/coML-Personalized-v2’s past year of commit activity
    Jupyter Notebook 0 BSD-3-Clause 0 0 0 Updated May 4, 2022
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