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Machine Learning and Data Analytics Lab FAU · GitHub

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

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.

1. 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++ 92 9

2. The Gait and Movement Analysis Package

   Python 52 6

3. A Python library to calibrate 6 DOF IMUs

   Python 45 8

4. A Python package for the analysis of biopsychological data.

   Python 44 9

5. A python package for interaction with time series data.

   Python 37 11

6. Pipeline and Dataset helpers for complex algorithm evaluation.

   Python 17 2

• 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 21 Apache-2.0 5 4 0 Updated Jul 11, 2025
• ldp-group-mean Public

  Code repository for the paper "Estimating Group Means Under Local Differential Privacy" accepted at PETS 2025.

  mad-lab-fau/ldp-group-mean’s past year of commit activity Python 2 MIT 0 0 0 Updated Jul 1, 2025
• BioPsyKit Public

  A Python package for the analysis of biopsychological data.

  mad-lab-fau/BioPsyKit’s past year of commit activity Python 44 MIT 9 10 1 Updated Jun 30, 2025
• mad-lab-fau/mad-cookiecutter’s past year of commit activity Python 4 0 1 0 Updated Jun 12, 2025
• fau_colors Public

  The official colors of FAU as matplotlib/seaborn colormaps

  mad-lab-fau/fau_colors’s past year of commit activity TeX 12 MIT 3 2 0 Updated May 28, 2025
• mad-lab-fau/NilsPodLib’s past year of commit activity Python 5 MIT 0 1 0 Updated May 19, 2025
• mad-lab-fau/sleep_analysis’s past year of commit activity Jupyter Notebook 11 MIT 2 1 0 Updated Apr 28, 2025
• imucal Public

  A Python library to calibrate 6 DOF IMUs

  mad-lab-fau/imucal’s past year of commit activity Python 45 MIT 8 1 0 Updated Apr 25, 2025
• mad-lab-fau/carwatch-android’s past year of commit activity Java 3 0 3 0 Updated Apr 9, 2025
• gaitmap Public

  The Gait and Movement Analysis Package

  mad-lab-fau/gaitmap’s past year of commit activity

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