Working with Notebooks

How to efficiently debug, fix, and validate notebooks in pymc-marketing.

1. The Mock Runner (fast local testing)

The mock runner injects mocked PyMC sampling into notebooks, letting you check for runtime errors without real MCMC. See scripts/run_notebooks/README.md.

Run a single notebook locally

uv run python scripts/run_notebooks/runner.py --notebooks docs/source/notebooks/mmm/mmm_example.ipynb

Run multiple notebooks