feat(qc): Batch 5 HandsOn AI Trading (Ex06 + Ex08)#285
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Ex08 Stoploss-Volatility-ML: Rewrote to use SPY realized volatility proxy instead of broken CBOE VIX custom data. Replaced DataFrame storage with dict-based approach to fix Timestamp comparison bugs during warm-up. Backtest: CAGR 7.8%, Sharpe 0.29, 1573 trades. Ex06 Dividend-Harvesting-ML: Verified existing implementation (no changes needed). DecisionTreeRegressor for dividend yield prediction on QQQ constituents. Backtest: CAGR 12.7%, Sharpe 0.468, 2833 trades. Updated HANDSON_AI_TRADING_MAPPING.md with both examples marked as NEW. Progress: 14/19 examples complete (74%). Closes #143 (partial - Batch 5 of 7) Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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Summary
Progress
14/19 HandsOn AI Trading examples complete (74%). Remaining 5: Ex05 (SVM Wavelet), Ex07 (Stock Splits), Ex14 (Temporal CNN), Ex17 (CNN Patterns), Ex18 (Chronos).
Test plan
Partially addresses #143 (Batch 5 of 7)
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