cbazzaandClaude Sonnet 4.6 4e45db967b fix: core module review fixes (signal scoring, ML, session filter, telegram, MT filter)
enhanced_signal_scoring.py:
- mt -> mt5, add logging module, replace print() with logger
- Remove no-op df['tick_volume'] = df['tick_volume'] line
- Fix RSI division-by-zero: loss.replace(0, nan) + fillna(100)

ml_signal_predictor.py:
- Remove global warnings.filterwarnings('ignore') suppression
- Fix bare except -> except Exception with logger.warning
- Add note: default data files excluded from git, need manual export
- Add pickle security warning comment

session_confidence_filter.py:
- Move imports to file top, add logging + functools.wraps
- Remove repeated AdaptiveRhythmManager() per-call instantiation
- Add functools.wraps to preserve wrapped function metadata
- Document that extended_top_down_v2_adaptive is notebook-only
- Replace print() with logger, pass **kwargs through wrapper

telegram_notifier.py:
- Remove network call from __init__ -> explicit test_connection() method
- Add logging module, replace all print() with logger calls
- Narrow exception type: Exception -> requests.RequestException
- Remove unused imports (timedelta)
- notify_trade_entry/exit now return bool from send_message

multi_timeframe_regime_filter.py:
- Change debug default from True to False in wrapper to avoid verbose production output

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-05-12 10:12:25 +02:00
2025-12-17 08:34:55 +01:00
2025-12-17 08:34:55 +01:00
S
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Trading Bot um XAUSD auf Vantage via MT5 zu traden
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