here are some things i’ve worked on!
kgene: a BERT-powered knowledge graph generator. enter a URL of your choice, and this tool will scrape the site and extracts named entities from the text on each page. it shows you how each page is related to each other via the entities in common between them, and you get to see some neat community structures!
GATE: an implementation of the Graph Attention Transformer Encoder in PyTorch Geometric, interpreted as a graph neural network. it’s similar to the Graph Attention Network but with a different attention mechanism.
policy gradient: an implementation of two simple reinforcement learning algorithms in NumPy.
dot-buddy: an app that does a bunch of trigonometry to help drum and bugle corps march with accuracy. 1.5K downloads on the iOS App Store.