TODO

modify redudant code

timeseries-datasets

A collection of timeseries datasets and data loaders for machine learning.

Activity Recognition Datasets

https://dl.acm.org/doi/pdf/10.1145/3447744

• UCI HAR (HAPT)

• OPPORTUNITY

• PAMAP2

• WISDM

• Daphnet

• Skoda Checkpoint

• MHEALTH

• UTD-MHAD

• DSAAD

• Singe_Chest

• Fusion (SHO)

• USC-HAD

• HuGaDB https://github.com/romanchereshnev/HuGaDB

• MotionSense https://github.com/mmalekzadeh/motion-sense

• UTwente Complex_Human Activity

• ISPL

• swell

• Hhar

• UTwente Smoking Activity Dataset

• Actitracker

• WHARF

• realworld https://sensor.informatik.uni-mannheim.de/index.html#dataset_realworld

• ARAS??Binary sensor?

• Ambient Kitche

• ActiveMiles

• UCI WISDM

• WESAD https://ubicomp.eti.uni-siegen.de/home/datasets/icmi18/

• MobiAct

• HASC

• WARD https://people.eecs.berkeley.edu/~yang/software/WAR/

• SHL2018

• ActRecTut https://physionet.org/content/wrist/1.0.0/

• SPHERE https://github.com/jenhuluck/Deep-Learning-in-Human-Activity-Recognition-/tree/master/Sphere

EEG Datasets

• BCI III
• BCI IV

ECG Datasets

• BIDMC Congestive Heart Failure https://physionet.org/content/chfdb/1.0.0/
• Abdominal and Direct Fetal ECG Database https://physionet.org/content/adfecgdb/1.0.0/

Predictive Maintanance