Notebooks

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