Name: Machine Learning and Data Analytics Lab FAU
Type: Organization
Bio: Public projects of the Machine Learning and Data Analytics Lab at the Friedrich-Alexander-University Erlangen-Nürnberg
Twitter: FAU_MaD_Lab
Location: Erlangen, Germany
Blog: https://www.mad.tf.fau.de
Machine Learning and Data Analytics Lab FAU's Projects
Helper to access to open-source gait datasets in a way compatible with the gaitmap gait analysis library
Code for Timotius et.al (2020), "Combination of defined CatWalk gait parameters for predictive locomotion alterations in experimental thoracic spinal cord injured rat models"
The first prototype of the GitLab Analyser supports analyzing the development process of GitLab projects. It illustrates the activities of an agile management process with GitLab features as well as the usage of Git and the GitLab Wiki.
Python package with helper functions for working with FAU's High Performance Cluster (HPC).
A Python library to calibrate 6 DOF IMUs
Simulator for German inpatient claims data. This simulator was originally intended for training fraud detection methods on healthcare billing data.
A simple dockerimage for the jd tool (https://github.com/josephburnett/jd)
Java Ecg LibrarY: Java-based ECG handling, processing, and classification algorithms.
This codes assess sway-related gait according to the publication: Timotius et al., "Dynamic footprint based locomotion sway assessment in alpha-synucleinopatic mice using Fast Fourier Transform and Low Pass Filter," Journal of Neuroscience Methods, 2018.
Cookiecutter templates for MaD projects
A python package for interaction with time series data.
Demo for our reconstructive and predictive optimal control simulation of biomechanical models.
A Python library to load and convert sensor data recorded with "NilsPod" sensors by Portabiles (https://www.portabiles.de).
Android Java-based UI Widget for displaying high performance plots.
This repository contains the code to reproduce the experiments in "p-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison"
Android sensor library
A helper for the SensorPositionDateset (recorded 2019, published 2021)
Implementation of a circular buffer in Java for cross-platform use.
A python package to parse logged Matlab files of the Format Signia.
Code for Timotius et.al (2019) "Silhouette-length-scaled gait parameters for motor functional analysis in mice and rats"
Smart Toothbrush