Hi, I’m Mark
Physicist who wandered into data science and never left. I write about ML, math, and whatever else I’m trying to figure out — half to share ideas, half to make sure I actually understand them.
Waves All the Way Down
How a transformer learns to compute modular addition, and what it reveals about generalization
Variational Auto Encoders
Learning a Bayesian data generation model for a noisy sprial
Physics Informed Neural Networks
Learning the heat equation from sparse data