Collection of notebooks that I've written over the years, mostly for fun and in a hurry.
- Pattern matching for graphs
- Implementing REINFORCE from scratch in PyTorch
- Predicting the Brexit vote based on early results
- Modeling the NCAAM tournament to fill my bracket
- Using Stan to estimate qualities of NFL teams
- Experimenting with a permutation test for ranking data
- Some experiments with causal inference methods
- The James-Stein estimator and a simple Bayesian model
- The Traveling Salesman Problem
- Notebooks for discussion section of "Small" data on simple linear regression, prediction, and the bootstrap