pivot: rewrite as BTC accumulation signal optimizer

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Replace day-trading bot with long-term accumulation signal model.
Predicts optimal BUY times using forward return analysis at 7d/30d/90d
horizons, scoring each candle 0-100. Primary metric is now
cost_basis_improvement_pct (model buy price vs DCA).

- train_and_backtest.py: regression models (XGBoost/LSTM hybrid),
  accumulation-focused features (price position, momentum, volatility,
  volume, cycle), forward return targets, signal quality backtesting
- orchestrator.py: cost improvement scoring, signal count validation
- analyzer.py: accumulation-focused LLM system prompt
- dashboard: cost improvement display, signal metrics table
- config: new accumulation-focused parameters

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

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BizzleBot

2026-03-19 23:51:43 +00:00

co-authored by Claude Opus 4.6

parent a21e635d9f

commit 560863fa0d

5 changed files with 829 additions and 797 deletions

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ml_engine/train_and_backtest.py

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