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    39 repositories

    • CaliBrain

      Public
      Python framework for uncertainty estimation and calibration in EEG/MEG inverse source imaging.
      pythonmegeeg
      pythonmegeegneuroimaginguncertainty-quantificationuncertainty-estimationprobabilistic-modelsforward-modelingsource-reconstructioninverse-modeling
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•2•0•0•Updated Jul 1, 2026Jul 1, 2026

    • PyBispectra

      Public
      A Python signal analysis toolbox for computing spectral-domain interactions using the bispectrum.
      pythonsignal-processingwaveform
      pythonsignal-processingwaveformneurosciencessdconnectivityspectral-analysisphase-amplitude-couplingbispectrumcross-frequency-coupling
      Python
      •
      MIT License
      •6•33•0•0•Updated Jun 30, 2026Jun 30, 2026

    • cc_shapley

      Public
      cc-Shapley: Measuring Multivariate Feature Importance Needs Causal Context
      Python
      •0•0•0•0•Updated Jun 23, 2026Jun 23, 2026

    • exact

      Public
      Web app to evaluate explainable ai methods
      TypeScript
      •1•6•21•1•Updated May 20, 2026May 20, 2026

    • debugging_xai

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated May 5, 2026May 5, 2026

    • BSI-Zoo

      Public
      Brain source imaging (BSI) Zoo!
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •3•8•2•2•Updated Mar 3, 2026Mar 3, 2026

    • AD_PAC

      Public
      This repository contains MATLAB code for analyzing phase-amplitude coupling (PAC) in MEG data from patients with Alzheimer's Disease (AD) and healthy controls.
      MATLAB
      •
      MIT License
      •0•0•0•0•Updated Feb 18, 2026Feb 18, 2026

    • master-thesis-hendrik

      Public
      This is the code to reproduce the results of Hendrik Master's Thesis
      Python
      •0•0•0•0•Updated Jan 20, 2026Jan 20, 2026

    • xai-application-claims

      Public
      Jupyter Notebook
      •1•0•0•0•Updated Dec 24, 2025Dec 24, 2025

    • pattern-gam

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Oct 30, 2025Oct 30, 2025

    • xai-tris

      Public
      XAI-Tris
      pythonbenchmarkingmachine-learning
      pythonbenchmarkingmachine-learningartificial-intelligenceinterpretabilityinterpretable-aiinterpretable-mlexplainable-aiexplainable-mlxai
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •2•3•0•0•Updated May 8, 2025May 8, 2025

    • GHOSTS-Bench

      Public
      Python
      •0•0•0•0•Updated Apr 22, 2025Apr 22, 2025

    • GHOSTS-Experiments

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Apr 16, 2025Apr 16, 2025

    • GHOSTS

      Public
      Python
      •
      BSD 3-Clause Clear License
      •0•0•0•0•Updated Apr 16, 2025Apr 16, 2025

    • gecobench

      Public
      NLP Benchmark for XAI methods
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •1•4•1•0•Updated Apr 11, 2025Apr 11, 2025

    • Explainable-AI-neural-network-visualisation-tool

      Public
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Feb 12, 2025Feb 12, 2025

    • xai-tris-whitening

      Public
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Dec 11, 2024Dec 11, 2024

    • PyBispectra_dev

      Public
      A Python signal analysis toolbox for computing spectral-domain interactions using the bispectrum.
      Python
      •
      MIT License
      •6•0•0•0•Updated Nov 18, 2024Nov 18, 2024

    • TRAPOD

      Public
      Transformer-based POD predictor
      Python
      •1•0•0•0•Updated Jul 12, 2024Jul 12, 2024

    • icdep

      Public
      Intensive Care Delirium Prediction
      Python
      •1•1•0•0•Updated Apr 16, 2024Apr 16, 2024

    • comorbidity_prediction

      Public
      Jupyter Notebook
      •1•0•0•0•Updated Apr 16, 2024Apr 16, 2024

    • mri_preprocessing

      Public
      Documentation of MRI preprocessing with sMRIprep pipeline
      Jupyter Notebook
      •1•2•0•0•Updated Apr 15, 2024Apr 15, 2024

    • machine-learning-to-predict-depression-in-college-students-during-the-COVID-19-pandemic

      Public
      These scripts were used for the data analysis process used in our paper ("Machine Learning Models Predict the Emergence of Depression in Argentinean College Stu…
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Mar 14, 2024Mar 14, 2024

    • Preprocessing-for-EEG

      Public
      First commit
      MATLAB
      •2•0•0•0•Updated Feb 5, 2024Feb 5, 2024

    • eeg_preprocessing

      Public
      MATLAB
      •1•0•0•0•Updated Jan 31, 2024Jan 31, 2024

    • roiconnect

      Public
      ROI connectivity analysis in EEG
      HTML
      •17•2•0•0•Updated Dec 19, 2023Dec 19, 2023

    • PAC

      Public
      MATLAB
      •
      GNU General Public License v3.0
      •3•0•0•0•Updated Nov 2, 2023Nov 2, 2023

    • MotorImag

      Public
      Experiment in which participants imagined either a right or a left arm movement. Analysis of region-wise power and inter-regional MIM and statistical testing of…
      MATLAB
      •3•0•0•0•Updated Oct 26, 2023Oct 26, 2023

    • pp-xaibenchmarking-platform

      Public
      Programming Project: XAI Benchmarking Platform
      Python
      •1•0•0•0•Updated Oct 19, 2023Oct 19, 2023

    • Pretrain_XAI_gt

      Public
      Jupyter Notebook
      •
      MIT License
      •2•0•0•0•Updated Jun 27, 2023Jun 27, 2023
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