/MEDEVAC

Ambulance dispatch problem with safe machine learning, powered by the Seldonian Machine Learning toolkit.

Primary LanguagePython

MEDEVAC

Default: 34 zone

Python files

python generate_data.py generates data.

python createSepc.py creates spec.pkl.

python run_MEDEVAC.py runs the seldonian algorithm.

python inspect_solution.py creates the gradient descent plot and computes the performance.

python 3_plots.py runs seldonian experiment and generates the 3 plots.

To run seldonian algorithm

To run seldonian algorithm:

python generate_data.py
python createSpec.py
python run_MEDEVAC.py

To look at gradient descent plot and compute performance:

python inspect_solution.py

To run seldonian experiment

python generate_data.py
python createSpec.py
python 3_plots.py