v0.2

Includes all the previous functionality, with the addition of running as compartmentalized functions.
These experiments now run via YAML configuration - handled by main.py

v0.1

OUTDATED: See v0.2 for the most recent release

Initial version of the platform

Requires a degree of manual editing to run certain sections of the code - addressed in the subsequent release.

ECG and PPG Feature Extraction - leveraging HeartPy
ECG and PPG Windowing and labelling in accordance with dataset author instructions
Cardiac feature difference analysis between ECG and PPG of the same dataset
Cardiac feature importance from emotive ECG and PPG, using SHAP and a selected Machine Learning classifier
Model selection including cross-validation (several base Sklearn models supported)