feat: Optuna Parameter Optimizer with 60 tests (P3 complete)

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RiskMgmt-compliant parameter optimization:
- Entry/Exit thresholds
- Rolling windows
- Stop Loss (max 2%), Take Profit (2x-3x SL)
- Trailing stop parameters
- Objective: Sharpe × |IC| × √trades
- RiskMgmt penalties for DD > 10%, SL > 2%
- TPESampler + MedianPruner
- 30 trials default

60 tests passing.

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TPTBusiness

2026-04-09 08:56:52 +02:00

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test/local/test_optuna_optimizer.py

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