mdsinabox - a sports monte carlo simulator

A fast, free and open-source Modern Data Stack (MDS) that can be fully deployed on your laptop or to a single machine.

This project implements a sports Monte Carlo simulator using duckdb, dbt, and evidence. The project is built and run about once per day in a github action. You can learn more about this on the original blog post or on the about page.

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NBA Model

NFL Model

NCAA Football Model