IMPROVE

Improve AI is a production ready implementation of a contextual multi-armed bandit algorithm, developed through years of iteration. By merging Thompson Sampling with XGBoost, it provides a learning system that is both fast and flexible. Thompson Sampling maintains equilibrium between exploring novel possibilities and capitalizing on established options, while XGBoost ensures cost-effective, high-performance training for updated models... Improve AI is a machine learning platform that leverages the capabilities of XGBoost to efficiently score and rank items using a reward-based training approach.