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trading-anomalies

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chirindaopensource / explainable_market_integrity_monitoring_system

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End-to-End Python implementation of the AIMM-X market integrity monitoring system for detecting suspicious trading windows (Neela, 2026). Fuses public attention data (Reddit, StockTwits, Wikipedia, Search Trends) with price/volatility signals, applies robust anomaly detection, and generates auditable evidence trails. 

reproducible-research numpy pandas scipy quantitative-finance factor-analysis regtech time-series-analysis anomaly-detection market-microstructure explainable-ai alternative-data compliance-monitoring social-media-analytics financial-surveillance z-score-normalization open-source-finance market-integrity trading-anomalies hysteresis-segmentation
  • Updated Feb 1, 2026
  • Jupyter Notebook

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