📝 Simulation Based Inference
An introduction to likelihood-free inference: what it is, why you’d use it, and how the four main approaches (NLE, NPE, NJE, NRE) work.
Demos
Write-ups and walkthroughs on topics in statistics, data science, and astrophysics.
📝 World Coordinate Systems
How WCS works in astronomical images — translating between pixel coordinates and sky coordinates.
📝 Bayesian Statistics Primer
An introduction to Bayesian thinking: priors, likelihoods, posteriors, and why it matters for science.
📝 Linear Regression Primer
A ground-up walkthrough of linear regression — the math, the geometry, and the assumptions that matter.