Improve AI
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About
Improve AI is a machine learning platform that leverages XGBoost to efficiently score and rank items using a reward-based training approach. It augments XGBoost by enabling scoring/ranking of JSON objects without feature encoding, balancing exploration/exploitation using Thompson Sampling, training updated models with reward-based learning, and on-device scoring/ranking for iOS/Android apps. It supports Python, Swift, and Java SDKs. It is a production-ready implementation of a contextual multi-armed bandit algorithm.
Platform
Task
Features
• reinforcement learning
• decision making
• scoring
• ranking
• xgboost integration
• thompson sampling
• contextual multi-armed bandit
• multi-variate optimization
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