stock-market-prediction-engine
Unverified ML strategy on Indices by LeoRigasaki. BotFinder score 18 out of 100.
Advanced ML system for stock market prediction with real-time data and multiple algorithms
Source: github
BotFinder analysis pending.
stock-market-prediction-engine
Stock Market Prediction Engine Research-oriented stock prediction and portfolio analytics system built with FastAPI, Streamlit, and classical/ensemble ML models. This repository is best understood as an end-to-end applied data science project, not proof of deployable trading alpha. It includes: - live inference from current market data - saved walk-forward validation artifacts - risk and portfolio analysis - a dashboard and API for inspection Reality Check The strongest improvement in this revision is methodological honesty: - performance metrics are now annualized on the correct 5-day forecast horizon - dashboard and API performance tiles now use cost-adjusted risk metrics - live inference no longer hardcodes one "best" model and instead ranks models from the saved evaluation summary - validation pages now surface predictive quality metrics directly instead of hiding behind Sharpe alone If you are reviewing this as a hiring or client project, the right takeaway is: - good engineering depth - real artifact pipeline - useful ML and risk tooling - still a research system with meaningfu
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