algorithms
Posts tagged "algorithms"
4 posts
Building a Knowledge Graph for My Blog
How I built an interactive knowledge graph linking blog posts by semantic similarity and shared tags, using embeddings, NER and D3 force-directed layouts.
Decorating Christmas Trees with Group Theory
Applying Burnside's lemma and Polya'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
An automated system that finds related blog posts with embeddings and k-means clustering. It runs before the build, so recommendations cost nothing at runtime.
Solving Terni Lapilli: A 2000-Year-Old Game
Applying optimisation and group theory to Terni Lapilli, an ancient version of tic-tac-toe, to model optimal play and learn mathematics I hadn't met before.