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  • Umeå University
  • Umeå, Sweden / Borgå (Porvoo), Finland

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KaryFramling/README.md
  • 👋 Hi, I’m @KaryFramling, a Professor in Data Science at Umeå University
  • 👀 I’m interested in eXplainable AI (XAI), Machine Learning, AI, Systems of Systems and Internet of Things
  • 🌱 I’m currently learning how to fight (and hopefully win) with Python package versions and their conflicts...
  • 💞️ I’m looking to collaborate on all kinds of XAI methods
  • 📫 kary.framling (at) cs.umu.se

Popular repositories

  1. py-ciu py-ciu Public

    Explainable Artificial Intelligence through Contextual Importance and Utility

    Jupyter Notebook 21 6

  2. ciu ciu Public

    R implementation of Contextual Importance and Utility for Explainable AI

    R 8 5

  3. kfnnet kfnnet Public

    Development version of Kary Främling's Neural Network / Machine Learning implementations in "R"

    R 3

  4. py_ciu_image py_ciu_image Public

    Contextual Importance and Utility (CIU) for image explanation

    Jupyter Notebook 2 2

  5. AJCAI_2021 AJCAI_2021 Public

    Source code for generating results and figures of the paper "Contextual Importance and Utility: a Theoretical Foundation"

    R 2

  6. EXTRAAMAS2023 EXTRAAMAS2023 Public

    Source code for producing the results in the paper "Counterfactual, Contrastive and Hierarchical Explanations with Contextual Importance and Utility"

    HTML 2 2