Edge Detection
Layer 4 — Intelligence
Information Theory and Betting: Entropy, KL Divergence, and Edge Quantification
How to quantify betting edge using Shannon entropy, KL divergence, mutual information, and cross-entropy. Information-theoretic tools for autonomous agents to rank opportunities, select features, and measure model quality.
Read → All LayersThe Odds API to Edge Detection: Building an End-to-End Agent Math Pipeline
Complete eight-step mathematical pipeline from raw odds ingestion through edge detection to trade execution. Covers vig removal with Shin's method, model prediction, Kelly sizing, portfolio correlation checks, and CLV feedback loops — with full Python code.
Read →SportBot AI
SportBot AI is an AI sports analytics platform that compares odds from 50+ bookmakers, detects market edges, and delivers match analysis across soccer, NBA, NFL, and NHL in 60 seconds.
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