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@KRLGroup Knowledge, Reasoning and Learning Research Group

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    19 repositories

    • kernel-representations-transfer

      Public
      Python
      •0•1•0•0•Updated Feb 12, 2025Feb 12, 2025

    • NeuralRewardMachines

      Public
      Python
      •0•2•0•0•Updated Dec 14, 2024Dec 14, 2024

    • RL_2024

      Public
      Jupyter Notebook
      •2•4•2•1•Updated Dec 6, 2024Dec 6, 2024

    • Molecular-CW

      Public
      0•0•0•0•Updated Dec 4, 2024Dec 4, 2024

    • Clustered-Compositional-Explanations

      Public
      Official repository of the paper "Towards a fuller understanding of neurons with Clustered Compositional Explanations. Biagio La Rosa, Leilani Gilpin, and Roberto Capobianco. NeurIPS 2023"
      Python
      •
      MIT License
      •2•4•0•0•Updated Nov 15, 2024Nov 15, 2024

    • krlgroup.github.io

      Public
      SCSS
      •0•0•0•1•Updated Nov 15, 2024Nov 15, 2024

    • GraphCW

      Public
      Explainable AI in Drug Discovery: Self-interpretable Graph Neural Network for molecular property prediction using Concept Whitening
      Jupyter Notebook
      •0•2•0•0•Updated Oct 25, 2024Oct 25, 2024

    • TELL

      Public
      Official Repository of the ECAI2024 Paper "Transparent Explainable Logic Layers"
      Python
      •0•0•0•0•Updated Oct 18, 2024Oct 18, 2024

    • XAI4CL

      Public
      Python
      •0•0•0•0•Updated Aug 26, 2024Aug 26, 2024

    • shared_pw_net

      Public
      Python
      •0•0•0•0•Updated Sep 27, 2023Sep 27, 2023

    • IMPO

      Public
      Official Repository of the Paper "IMPO: Interpretable Memory-based Prototype Pooling"
      Python
      •0•0•0•0•Updated Aug 18, 2023Aug 18, 2023

    • PrototypeGNN

      Public
      Official repository for Prototype-based Interpretable Graph Networks
      Python
      •1•2•0•0•Updated Jul 26, 2023Jul 26, 2023

    • FondamentiIA-2223

      Public
      Esercitazioni del corso di Fondamenti di Intelligenza Artificiale 2022-2023
      Python
      •2•0•0•0•Updated May 31, 2023May 31, 2023

    • pSCNN_plus

      Public
      Official Repository of the Paper "ATTENTION IS ALL YOU MIX: SMALL MOLECULES MIXTURE PREDICTION FROM 1H-NMR SPECTRA"
      0•0•0•0•Updated May 10, 2023May 10, 2023

    • gym-ma-survival-2d

      Public
      Gym interface for a 2D multi-agent survival RL environment
      Python
      •0•0•0•0•Updated Mar 4, 2023Mar 4, 2023

    • memory-wrap

      Public
      Python
      •
      MIT License
      •1•4•0•0•Updated Oct 3, 2022Oct 3, 2022

    • detacc-compexp

      Public
      Detection Accuracy for Evaluating Compositional Explanations of Units. Find paper at: https://arxiv.org/abs/2109.07804
      Python
      •0•1•0•0•Updated Aug 9, 2022Aug 9, 2022

    • guess

      Public
      GUESs: Generative modeling of Unknown Environments and Spatial Abstraction for Robots
      Jupyter Notebook
      •1•0•0•0•Updated Aug 8, 2021Aug 8, 2021

    • explainable-inference-on-sequential-data-via-memory-tracking

      Public
      Source code for the IJCAI2020 paper "Explainable Inference on Sequential Data via Memory-Tracking", Biagio La Rosa, Roberto Capobianco, Daniele Nardi
      Python
      •0•0•0•0•Updated Jul 12, 2021Jul 12, 2021