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    • HTML
      MIT License
      0000Updated Sep 26, 2024Sep 26, 2024
    • 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)
      Python
      MIT License
      0300Updated Sep 23, 2024Sep 23, 2024
    • MultiModN

      Public
      MultiModN – Multimodal, Multi-Task, Interpretable Modular Networks (NeurIPS 2023)
      Python
      MIT License
      23010Updated Sep 26, 2023Sep 26, 2023
    • cumulator

      Public
      A tool to quantify and report the carbon footprint of machine learning computations and communication
      Jupyter Notebook
      MIT License
      521120Updated Sep 5, 2023Sep 5, 2023
    • Jupyter Notebook
      Apache License 2.0
      1700Updated Jun 13, 2023Jun 13, 2023
    • Semesterproject for predicting poverty through time by using publicy available data.
      Jupyter Notebook
      6105Updated Jun 6, 2023Jun 6, 2023
    • MoDN repo for PLOS Digital Health paper
      Python
      0000Updated Feb 2, 2023Feb 2, 2023
    • MoDN-ML4H

      Public
      Python
      1200Updated Nov 5, 2022Nov 5, 2022
    • PLoSGPH2022-Mannarini&Posa&Bossy et al
      Jupyter Notebook
      0000Updated Jun 18, 2022Jun 18, 2022
    • Felix Grimberg (MSc-Semester Project, 2020)
      Jupyter Notebook
      BSD 3-Clause "New" or "Revised" License
      0000Updated May 4, 2022May 4, 2022
    • Jupyter Notebook
      1101Updated Feb 9, 2022Feb 9, 2022
    • Python
      0000Updated Feb 7, 2022Feb 7, 2022
    • Jupyter Notebook
      0000Updated Jan 10, 2022Jan 10, 2022
    • 0000Updated Aug 2, 2020Aug 2, 2020