Add Deep Learning (LSTM) + Quick Wins automation features

Major improvements:
- Deep Learning integration with PyTorch LSTM (Bidirectional, 128→64 units)
- Hybrid predictor: 40% RandomForest + 60% Deep Learning
- LaunchAgent for automatic weekly tip generation (Tue/Fri 21:00)
- Health-Check system with auto-recovery and Telegram alerts
- Model caching and intelligent retraining logic
- Updated CSV data and generated tips
- Performance reports for recent draws

Technical details:
- PyTorch used instead of TensorFlow (Python 3.14 compatibility)
- Apple Silicon MPS acceleration support
- Sequence learning with 20-draw history
- Early stopping and learning rate scheduling

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

data/performance_reports/report_20251222_210050.txt

@@ -0,0 +1,21 @@
+======================================================================
+LOTTO 6AUS49 PERFORMANCE REPORT
+======================================================================
+Erstellt: 2025-12-22 21:00:50
+
+ZIEHUNG VOM 2025-12-20
+----------------------------------------------------------------------
+Hauptzahlen: [12, 23, 32, 33, 40, 42]
+Superzahl:   5
+
+EVALUATION DER TIPPS
+----------------------------------------------------------------------
+Datei: weekly_lotto_tips_20251219_090047.csv
+Tipps evaluiert: 10
+Avg Main Matches: 0.70
+SZ Match Rate: 10.0%
+Bester Tipp: #2
+  - Main Treffer: 3
+  - SZ Match: Nein
+
+======================================================================

data/performance_reports/report_20251225_210035.txt

@@ -0,0 +1,21 @@
+======================================================================
+LOTTO 6AUS49 PERFORMANCE REPORT
+======================================================================
+Erstellt: 2025-12-25 21:00:35
+
+ZIEHUNG VOM 2025-12-24
+----------------------------------------------------------------------
+Hauptzahlen: [7, 8, 25, 32, 37, 39]
+Superzahl:   8
+
+EVALUATION DER TIPPS
+----------------------------------------------------------------------
+Datei: weekly_lotto_tips_20251223_090039.csv
+Tipps evaluiert: 10
+Avg Main Matches: 0.80
+SZ Match Rate: 10.0%
+Bester Tipp: #2
+  - Main Treffer: 2
+  - SZ Match: Nein
+
+======================================================================

data/performance_reports/report_20251229_210036.txt

@@ -0,0 +1,21 @@
+======================================================================
+LOTTO 6AUS49 PERFORMANCE REPORT
+======================================================================
+Erstellt: 2025-12-29 21:00:36
+
+ZIEHUNG VOM 2025-12-27
+----------------------------------------------------------------------
+Hauptzahlen: [7, 10, 27, 28, 38, 46]
+Superzahl:   6
+
+EVALUATION DER TIPPS
+----------------------------------------------------------------------
+Datei: weekly_lotto_tips_20251226_090029.csv
+Tipps evaluiert: 10
+Avg Main Matches: 1.20
+SZ Match Rate: 10.0%
+Bester Tipp: #1
+  - Main Treffer: 2
+  - SZ Match: Nein
+
+======================================================================

data/performance_reports/report_20260105_115639.txt

@@ -0,0 +1,21 @@
+======================================================================
+LOTTO 6AUS49 PERFORMANCE REPORT
+======================================================================
+Erstellt: 2026-01-05 11:56:39
+
+ZIEHUNG VOM 2026-01-03
+----------------------------------------------------------------------
+Hauptzahlen: [3, 8, 11, 12, 16, 46]
+Superzahl:   8
+
+EVALUATION DER TIPPS
+----------------------------------------------------------------------
+Datei: weekly_lotto_tips_20251230_090029.csv
+Tipps evaluiert: 10
+Avg Main Matches: 1.50
+SZ Match Rate: 0.0%
+Bester Tipp: #1
+  - Main Treffer: 2
+  - SZ Match: Nein
+
+======================================================================