A simplified small-scale simulation and implementation of Uber's automated budget allocation system. The code here accompanies the blog post Reproducing Uber's Marketplace Optimization.

Install uv and sync with this project's environment.

uv sync

Run the ADMM algorithm on the simulated dataset

uv run src/main.py

This will save an ADMM animation and convergence diagnostics in figures.