The project contains two baseline algorithms and one linear multi-arm bandit. (LinUCB) All try to find the right dose of Warfarin which is a treatment for blood cloths. This problem as simplification since it assigns low/med/high doses instead of actual milligrams.
virtualenv -p python3 myenv; source myenv/bin/activate
pip -r requirements.txt
# Run baselines
python baselines.py
# Run linucb2
python linucb2.py
Full credit to nickguo for his original implementation of LinUCB: (https://github.com/chuchro3/Warfarin) this implementation modifies the featurization procedure and gets extra 5% of accuracy.