Case studies

Each one is a script in scripts/, and each page gives the one command that reproduces it and shows what that command printed when this site was built. The BOPTEST heat pump is the exception: it runs in causaldyn-bench against a live emulator, and its page quotes the committed results of that run.

case study	the decision	command
Pricing under confounding	steer a KPI to target from logs whose action was aimed at the customers most likely to churn	uv run python scripts/flagship_demo.py
Flatten the curve	the least intervention that holds an epidemic at hospital capacity	uv run python scripts/epidemic_demo.py
A pendulum from a confounded log	raise a pendulum and hold it, from a log whose torque an operator used to cancel the wind	uv run python scripts/pendulum_demo.py
Media budgets	which channel to spend on, and when, from logs planned against demand	uv run python scripts/mmm_demo.py
Marketplace dispatch	which drivers to send where, and the surge prices that fall out of the same optimisation	uv run python scripts/run_marketplace_demo.py
Driver supply, end to end	an incentive between two zones, from confounded logs to a certified plan run on the true plant	uv run python scripts/spine_demo.py
Confounded incentives, closed loop	an incentive under hidden confounding, when churn costs more than wasted budget	uv run python scripts/run_dynamic_confounding_demo.py
A heat pump from a weather-compensated log	hold a house at a target above its comfort bound, on a live building emulator, from the log a weather-compensated controller left behind	just boptest-prescribe-live in causaldyn-bench

Run them from a checkout after uv sync. None of the scripts enables x64, so JAX runs them at its default precision; see the dtype policy.