wip

A collection of evolving notes. Some are messy, some are better. All aim to get things right — eventually.

SHAP values

A model-agnostic framework for explaining predictions

14 min read · April 01, 2025

2025 · feature_selection machine_learning feature_importance
Knockoffs

FDR-controlled feature selection

5 min read · February 18, 2025

2025 · fdr knockoffs feature_selection
Random walks and Markov chains

PageRank, MCMC, and others

7 min read · January 27, 2025

2025 · graphs random_walks linear_algebra
Graphs and Linear Algebra

Matrices associated to graphs and their properties

8 min read · January 25, 2025

2025 · graphs linear_algebra
Properties of Graphs

Multiscale ways to talk about graphs

4 min read · January 24, 2025

2025 · graphs