Explore @mad-lab-fau Open Source projects

Machine Learning and Data Analytics Lab FAU (@mad-lab-fau)

mad-lab-fau

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Location 🇩🇪 Germany
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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.

BioPsyKit

A Python package for the analysis of biopsychological data.

gaitmap

The Gait and Movement Analysis Package

imucal

A Python library to calibrate 6 DOF IMUs

mad-gui

A python package for interaction with time series data.

SensorLib

Android sensor library

tpcp

Pipeline and Dataset helpers for complex algorithm evaluation.

fau_colors

The official colors of FAU as matplotlib/seaborn colormaps

GGA-Identifying-Untrustworthy-Predictions

CapMIT1003

Dataset of human visual attention during captioning

JELY

Java Ecg LibrarY: Java-based ECG handling, processing, and classification algorithms.

sleep_analysis

Jupyter Notebook

NilsPodLib

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

trend-detection-data-set_politics

Artificial Intelligence Trend Analysis in German Business and Politics - A Web Mining Approach

mad-cookiecutter

Cookiecutter templates for MaD projects

eargait

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

SMARTurinalysis

Jupyter Notebook

SilhouetteLength

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

fecg-benchmarking

carwatch-python

Python package for "CARWatch – An Open-Source Framework for Improving Cortisol Awakening Response Sampling"

carwatch-android

fastami

gaitmap-datasets

Helper to access to open-source gait datasets in a way compatible with the gaitmap gait analysis library

StroopRoom

Source Repository for the Stroop Room project.

MaD_Walker_Demo

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

biopsykit-dashboard

gaitmap-bench

mlts-exercise-public

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

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.

Ferienakademie2019-Wanderfull

carwatch

hpc-helper

Python package with helper functions for working with FAU's High Performance Cluster (HPC).

inpatient-claims-simulator

Simulator for German inpatient claims data. This simulator was originally intended for training fraud detection methods on healthcare billing data.

trend-detection-in-healthcare-podcast-data-set

Artificial Intelligence Trend Analysis on Healthcare Podcasts using Topic Modelling and Sentiment Analysis - A Data-Driven Approach

Jupyter Notebook

docker-nordic-nrf5

A Docker Image containing the Nordic NRF5 SDK

sok-ldp-data-analysis

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