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@dianna-ai Deep Insight And Neural Network Analysis (DIANNA)​

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    7 repositories

    • explainable_embedding

      Public
      Experiments with regard to explanation of embedded spaces and multi modal models.
      Jupyter Notebook
      •
      Apache License 2.0
      •1•0•4•0•Updated Jan 17, 2025Jan 17, 2025

    • dianna

      Public
      Deep Insight And Neural Network Analysis
      scientific-researchexplainable-artificial-intelligence
      Jupyter Notebook
      •
      Apache License 2.0
      •13•51•91•2•Updated Dec 19, 2024Dec 19, 2024

    • dianna-mexca-demo

      Public
      Showcase what DIANNA combined with Mexca can do
      Jupyter Notebook
      •
      Apache License 2.0
      •0•0•0•0•Updated Nov 29, 2024Nov 29, 2024

    • distance_explainer

      Public
      XAI method to explain distances in embedded spaces
      Python
      •
      Apache License 2.0
      •0•1•2•0•Updated Nov 5, 2024Nov 5, 2024

    • dianna-exploration

      Public
      This repository contains the expliratory and research work from the DIANNA project
      explainable-artificial-intelligenceneural-networks
      Jupyter Notebook
      •
      Apache License 2.0
      •1•2•18•1•Updated Jul 3, 2024Jul 3, 2024

    • shap

      Public
      A game theoretic approach to explain the output of any machine learning model.
      Jupyter Notebook
      •
      MIT License
      •3.3k•0•0•0•Updated Nov 25, 2021Nov 25, 2021

    • onnx-tensorflow

      Public
      Tensorflow Backend for ONNX
      Python
      •
      Other
      •296•0•0•0•Updated Nov 18, 2021Nov 18, 2021