DeepAlpha
AI crypto trading framework using LightGBM + XGBoost ensemble with 72 ML features. 70.9% walk-forward validated accuracy on out-of-sample data. Supports Bybit and Binance. MIT licensed, available on PyPI.
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- Data Science, AI in Finance
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- 2026-10-10
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Data Science › Agents > Tools: “AI crypto trading framework using LightGBM + XGBoost ensemble with 72 ML features. 70.9% walk-forward validated accuracy on out-of-sample data. Supports Bybit and Binance. MIT licensed, available on PyPI.”
AI in Finance › Strategies & Research > Crypto Currencies Strategies: “AI-powered crypto trading bot with 3-model ML ensemble (XGBoost, LightGBM, CatBoost), 12 exchanges via CCXT, walk-forward validated.”