This repository contains anaylsis of the Stress monitoring dataset from this paper published in 2022.
It explores preprocessing the data into labelled usable timeseries dataframe and uses common machine learning models to predict the stress label.
Requirements:
- Python:
v3.10
Python dependencies:
numpy
pandas
matplotlib
scikit-learn
keras
Install using pip
or your virtual environment helper(conda
)
Open the Python notebook main.ipynb
and run through the cells.