This repository contains the explainable predictive maintenance prototype written in Python which is part of my master thesis.
To run this locally, you need to download the files to your machine and make sure your the dependencies in the file requirements.txt are present in your environment. I recommend to download Anaconda, make a seperate environment, cd to the location of XPdM and install the dependencies from the requirements file:
pip install -r requirements.txt
After, run:
streamlit run stream.py
Link to thesis: ...
If you have any questions on how to run this locally, what techniques I have used or generally on my thesis, please feel free to contact me.