01 Oct 2022
Tags:
gnn space syntax python
It’s been a while since my last post!
Since then, I’ve completed a degree in Computing, with a slight focus towards data analytics modules.
For my final year project (link to my paper), I investigated a potential synergy between Space Syntax - graph theory applied to road networks, and Graph Neural Networks, and in doing so developed a simple pipeline for machine learning on road networks using GNNs.
This post serves as an introduction on how to set up such a pipeline in Python.
09 Mar 2018
Tags:
qgis singapore raster qgis2web leaflet
Precise Digital Elevation Models (DEMs) of Singapore are not so readily available online. In order to obtain one, it is necessary to sieve the island out from open source global DEMs. Hence, I thought that it would be useful to compare between those global DEMs and see which gives the best representation of Singapore. For easy comparison, I also made a Leaflet map that overlays the DEMs.
04 Feb 2018
Tags:
jekyll github-pages
Well, I did it! Here is the customary Welcome-to-my-Jekyll-blog post, where I try to outline all the steps involved in creating my blog, powered by Jekyll and hosted on Github Pages.