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    15 repositories

    • SHAPnarrative-metrics

      Public
      Jupyter Notebook
      •0•2•0•0•Updated Dec 16, 2024Dec 16, 2024

    • ADMAntwerp.github.io

      Public
      CSS
      •
      Other
      •2•0•0•1•Updated Nov 21, 2024Nov 21, 2024

    • GraphXAIN

      Public
      This repository contains the official implementation and resources for the GraphXAIN: Narratives to Explain Graph Neural Networks (Cedro & Martens, 2024) research article.
      xaignnnarratives
      Jupyter Notebook
      •
      MIT License
      •0•4•0•0•Updated Nov 14, 2024Nov 14, 2024

    • XAIstories

      Public
      Python
      •
      MIT License
      •0•4•0•0•Updated Jun 14, 2024Jun 14, 2024

    • NICE

      Public
      Python
      •
      Apache License 2.0
      •10•10•0•0•Updated Apr 5, 2023Apr 5, 2023

    • PreCoF

      Public
      Jupyter Notebook
      •1•2•0•0•Updated Jan 26, 2023Jan 26, 2023

    • NICE_experiments

      Public
      Python
      •1•0•0•0•Updated Nov 7, 2022Nov 7, 2022

    • CounterfactualBenchmark

      Public
      Counterfactual Explanations Benchmark
      Python
      •
      MIT License
      •2•8•2•0•Updated Sep 9, 2022Sep 9, 2022

    • ImageCounterfactualExplanations

      Public
      Jupyter Notebook
      •1•3•0•0•Updated Sep 15, 2021Sep 15, 2021

    • Projects

      Public
      HTML
      •0•0•0•0•Updated Apr 20, 2021Apr 20, 2021

    • SW-transformation

      Public
      Binary node classification in bipartite graphs
      Python
      •
      Other
      •3•0•0•0•Updated Feb 18, 2021Feb 18, 2021

    • issue_communication

      Public
      Replication materials for the paper "Comparing automated content analysis methods to distinguish issue communication by political parties on Twitter"
      Python
      •
      MIT License
      •1•0•0•0•Updated Feb 9, 2021Feb 9, 2021

    • edc

      Public
      Heuristic best-first algorithm for computing Evidence Counterfactuals (SEDC): explaining the model predictions of any classifier using a minimal set of features, such that removing these features results in a predicted class change.
      HTML
      •4•0•0•0•Updated Jun 8, 2020Jun 8, 2020

    • ShapCounterfactual

      Public
      Hybrid algorithm based on SEDC and SHAP for computing Evidence Counterfactuals (SHAP-Counterfactual): explaining the model predictions of any classifier using a minimal set of features, such that removing these features results in a predicted class change.
      Python
      •4•0•0•0•Updated May 20, 2020May 20, 2020

    • LimeCounterfactual

      Public
      Hybrid algorithm based on SEDC and LIME for computing Evidence Counterfactuals (LIME-Counterfactual): explaining the model predictions of any classifier using a minimal set of features, such that removing these features results in a predicted class change.
      Python
      •4•0•0•0•Updated May 20, 2020May 20, 2020