Machine Learning and Data Analytics Lab FAU

BASH-Model

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

GGA-Identifying-Untrustworthy-Predictions

NilsPodLib

A Python library to load and convert sensor data recorded with "NilsPod" sensors by Portabiles (https://www.portabiles.de).

MaD_Walker_Demo

Demo for our reconstructive and predictive optimal control simulation of biomechanical models.

SilhouetteLength

Code for Timotius et.al (2019) "Silhouette-length-scaled gait parameters for motor functional analysis in mice and rats"

StroopRoom

Source Repository for the Stroop Room project.

Ferienakademie2019-Wanderfull

LocoSway

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.

.github

PoMMAI_Demo

biopsykit-widgets

cft-analysis

Python package for the analysis of data collected during the Cold Face Test (CFT) study.

docker-texlive-full

A repository with a full texlive installation to be the base for my other texlive-related containers.

EcgLib

Java Library for ECG file handling, processing, and classification

fastami-benchmark

Benchmark for FastAMI - A Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics

Ferienakademie2019-NilsPod-Analysis

Ferienakademie2019-NilsPod-Data

Ferienakademie2019-Wonderfull

Ferienakademie2019-Wonderfull-App

GaitHeatMap

Example code for Timotius et.al, "Systematic data analysis and data mining in CatWalk gait analysis by heat mapping exemplified in rodent models for neurodegenerative diseases", 2019.

GaitParamCombSCI

Code for Timotius et.al (2020), "Combination of defined CatWalk gait parameters for predictive locomotion alterations in experimental thoracic spinal cord injured rat models"

GitLab_Analyser

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.

jd-docker

A simple dockerimage for the jd tool (https://github.com/josephburnett/jd)

mesa-data-importer

PlotView

Android Java-based UI Widget for displaying high performance plots.

sensor_position_dataset_helper

A helper for the SensorPositionDateset (recorded 2019, published 2021)

ShiftList

Implementation of a circular buffer in Java for cross-platform use.

sleep-wake-benchmarking

VRPerTraitAthletes

An assessment tool for personality traits of team soccer player in Virtual Reality

WebPPG