shaejaz / university-trial-analysis

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University Trial Physiological Data Anaylsis

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.

Installation

Requirements:

  • Python: v3.10

Python dependencies:

  • numpy
  • pandas
  • matplotlib
  • scikit-learn
  • keras

Install using pip or your virtual environment helper(conda)

Running

Open the Python notebook main.ipynb and run through the cells.

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