MHC Gait Analysis

Code for Daniel Wu's work on the 6mwt acceleometry data.

Contents

old_code

Directory containing unused old code

animate_gait.py

Simple utility for visualizing the 3d path of a gait.

data_preprocessing.ipynb

jupyter notebook documenting early data preprocessing tests and alternatives

mhc_train.py

Trains a walking/not-walking classifier on the 6mwt data on the sherlock cluster

process_data.py

Preprocesses raw data from the MHC app into filtered data windows.

walking_classifier.py

Trains a walking/not-walking classifier on the 6mwt data on my local machine