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Ripple(涟漪) 是一个基于 复杂自适应系统(Complex Adaptive System, CAS)理论 构建的 Agent-Native 通用人类社会行为预测引擎。 / Ripple is an Agent-Native universal human social behavior prediction engine built on Complex Adaptive System (CAS) theory.
A complete machine-learning system that predicts AI assistant user satisfaction using behavioral signals such as device, usage category, time features, session metrics, and model metadata. Includes full ML pipeline, SHAP explainability, evaluation suite, and an interactive Streamlit analytics dashboard.
Swarm Intelligence That Predicts Anything. HIVE deploys autonomous AI agents to research, debate, and forecast any scenario — delivering intelligence briefs with probability scores, risk analysis, and actionable strategy.
⚽ The Legendary 2026 FIFA World Cup Prediction Engine co-created with Claude Fable 5. Powered by Dixon-Coles Bivariate Poisson & Dual Shrinkage Regularization.
Self-contained causal prediction engine: paste a scenario → get a cause→effect web with outcome chains, confidence intervals, and mathematical derivations. Zero dependencies, stdlib only, optional LLM.
A full-stack Machine Learning application that predicts T20 cricket fantasy points and evaluates player risk profiles using deep learning time-series forecasting (PatchTST).
FotMob-style live football match intelligence & betting probability engine powered by mathematical modeling, Poisson distributions, MiroFish AI, and real-time live score sync.