Posts tagged "algorithms"
4 posts
Building a Knowledge Graph for My Blog
How I built an interactive knowledge graph connecting blog posts through semantic similarity and shared tags. A deep dive into embeddings, NER, and D3 force-directed layouts.
Decorating Christmas Trees with Group Theory
Applying Burnside's lemma and Polyna's enumeration theorem to quantify the number of patterns I can choose to arrange the baubles on my Christmas tree.
Building a Semantic Blog Post Clustering System
I implemented an automated system to find related blog posts using embeddings and k-means clustering. The system runs at build time, using semantic similarity to group posts by topic and generate intelligent recommendations without any runtime overhead.
Solving Terni Lapilli: A 2000-Year-Old Game
I investigate how it's possible to apply optimisation techniques and group theory to the ancient game of Terni Lapilli. Terni Lapilli is a version of tic-tac-toe, and like tic-tac-toe it's possible to model optimal decision making. I used this analysis to explore various areas of mathematics I hadn't encountered yet, like group theory.