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@mad-lab-fau

Machine Learning and Data Analytics Lab FAU

Public projects of the Machine Learning and Data Analytics Lab at the Friedrich-Alexander-University Erlangen-Nürnberg

Welcome to the GitHub of the MaD Lab!

The researchers in the Machine Learning and Data Analytics (MaD) lab conduct theoretical and applied research for wearable computing systems and machine learning algorithms for engineering applications at the intersection of sports and health care. Our motivation is generating a positive impact on human wellbeing, be it through increasing performance, maintaining health, improving rehabilitation, or monitoring disease.

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  1. BASH-Model BASH-Model Public

    We developed a method animating a statistical 3D human model for biomechanical analysis to increase accessibility for non-experts, like patients, athletes, or designers.

    C++ 86 9

  2. BioPsyKit BioPsyKit Public

    A Python package for the analysis of biopsychological data.

    Python 43 8

  3. gaitmap gaitmap Public

    The Gait and Movement Analysis Package

    Python 41 3

  4. imucal imucal Public

    A Python library to calibrate 6 DOF IMUs

    Python 34 7

  5. tpcp tpcp Public

    Pipeline and Dataset helpers for complex algorithm evaluation.

    Python 15 2

  6. mad-gui mad-gui Public

    A python package for interaction with time series data.

    Python 33 11

Repositories

Showing 10 of 70 repositories
  • BioPsyKit Public

    A Python package for the analysis of biopsychological data.

    mad-lab-fau/BioPsyKit’s past year of commit activity
    Python 43 MIT 8 11 3 Updated Dec 18, 2024
  • mlts-exercise-public Public

    Repository for the exercise of Machine Learning for Time Series (MLTS), a lecture given at FAU.

    mad-lab-fau/mlts-exercise-public’s past year of commit activity
    Jupyter Notebook 5 MIT 5 0 0 Updated Dec 12, 2024
  • fau_colors Public

    The official colors of FAU as matplotlib/seaborn colormaps

    mad-lab-fau/fau_colors’s past year of commit activity
    Python 12 MIT 3 1 0 Updated Dec 11, 2024
  • BioMAC-Sim-Toolbox Public

    The biomechanical motion analysis and creation (BioMAC) simulation toolbox can be used to analyse human movement, with a focus on gait simulations

    mad-lab-fau/BioMAC-Sim-Toolbox’s past year of commit activity
    C 11 Apache-2.0 1 1 0 Updated Dec 10, 2024
  • carwatch Public

    Top-level repository of the CARWatch Framework for improving the accuracy of saliva sampling in the field

    mad-lab-fau/carwatch’s past year of commit activity
    1 MIT 0 0 0 Updated Nov 25, 2024
  • sok-ldp-data-analysis Public

    Code for the paper "SoK: Descriptive Statistics Under Local Differential Privacy"

    mad-lab-fau/sok-ldp-data-analysis’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Nov 4, 2024
  • imucal Public

    A Python library to calibrate 6 DOF IMUs

    mad-lab-fau/imucal’s past year of commit activity
    Python 34 MIT 7 4 0 Updated Oct 31, 2024
  • tpcp Public

    Pipeline and Dataset helpers for complex algorithm evaluation.

    mad-lab-fau/tpcp’s past year of commit activity
    Python 15 MIT 2 14 (1 issue needs help) 0 Updated Oct 24, 2024
  • mad-gui Public

    A python package for interaction with time series data.

    mad-lab-fau/mad-gui’s past year of commit activity
    Python 33 MIT 11 4 (1 issue needs help) 2 Updated Oct 18, 2024
  • eargait Public

    EarGait - The Gait Analysis Package for Ear-Worn IMU Sensors !

    mad-lab-fau/eargait’s past year of commit activity
    Python 6 MIT 0 2 0 Updated Oct 4, 2024