Includes implementation of algorithms for KDD cup - Policy learning for Malaria control.
Algorithm 1 - Heuristical random shooting
Algorithm 2 - Bayesian Optimization with GP model and EI and some heuristics
Algorithm 3 - Bayesian Optimization with GP model and EI.
Requirements
- numpy
- scikit-optimize
- nestapi