Shortest Path Distance with Deep Learning

Note: Please note that for this project I have worked on notebooks mostly because it involved a lot of exploration and experimentation with various approaches. As such, work is not polished since I am still exploring better ways. I have tried to explain the cells as much as I could. Feel free to reach out to me if something is unclear. I have used Facebook datasets from here. The downloaded graph data is in "mtx" format. This is just another format for sharing matrix data.