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@EPFLiGHT LiGHT: Laboratory for Intelligent Global Health and Humanitarian Response Technologies

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    18 repositories

    • lmms-eval

      Public
      One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks
      Python
      •
      Other
      •359•0•0•0•Updated Aug 18, 2025Aug 18, 2025

    • LiGHT-doc

      Public
      Documentation for LiGHT
      1•0•0•0•Updated Aug 16, 2025Aug 16, 2025

    • VLMEvalKit

      Public
      Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks
      Python
      •
      Apache License 2.0
      •476•0•0•0•Updated Aug 14, 2025Aug 14, 2025

    • brightdaybot

      Public
      Smart Slack bot that never forgets birthdays - featuring AI personalities, personlized messages, and face-accurate birthday images.
      Python
      •
      MIT License
      •1•1•0•0•Updated Aug 10, 2025Aug 10, 2025

    • predicting-poverty-through-time

      Public
      Semesterproject for predicting poverty through time by using publicy available data.
      Jupyter Notebook
      •6•1•0•4•Updated Jun 18, 2025Jun 18, 2025

    • what-if_platform_frontend

      Public
      HTML
      •
      MIT License
      •0•0•0•0•Updated Apr 29, 2025Apr 29, 2025

    • DeepBreath-NatMed23

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •1•7•0•0•Updated Apr 22, 2025Apr 22, 2025

    • 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
      •0•3•0•0•Updated Sep 23, 2024Sep 23, 2024

    • MultiModN

      Public
      MultiModN – Multimodal, Multi-Task, Interpretable Modular Networks (NeurIPS 2023)
      Python
      •
      MIT License
      •3•33•1•0•Updated 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
      •6•22•12•0•Updated Sep 5, 2023Sep 5, 2023

    • PLOSDH-MoDN-TrottetVogels2022

      Public
      MoDN repo for PLOS Digital Health paper
      Python
      •0•0•0•0•Updated Feb 2, 2023Feb 2, 2023

    • MoDN-ML4H

      Public
      Python
      •1•2•0•0•Updated Nov 5, 2022Nov 5, 2022

    • What-If_model

      Public
      PLoSGPH2022-Mannarini&Posa&Bossy et al
      Jupyter Notebook
      •0•0•0•0•Updated Jun 18, 2022Jun 18, 2022

    • coML-Personalized-v2

      Public
      Felix Grimberg (MSc-Semester Project, 2020)
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated May 4, 2022May 4, 2022

    • CS433-2021-ecoML

      Public
      Jupyter Notebook
      •1•1•0•1•Updated Feb 9, 2022Feb 9, 2022

    • CS433-2021-eCARE1

      Public
      Python
      •0•0•0•0•Updated Feb 7, 2022Feb 7, 2022

    • what-if_platform_backend

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Jan 10, 2022Jan 10, 2022

    • Hartley2020-PLoSMedicine

      Public
      0•0•0•0•Updated Aug 2, 2020Aug 2, 2020