cbazzaandClaude Sonnet 4.5
428403557e
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>
72 lines
2.4 KiB
Plaintext
72 lines
2.4 KiB
Plaintext
<?xml version="1.0" encoding="UTF-8"?>
|
|
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
|
|
<plist version="1.0">
|
|
<dict>
|
|
<!-- Label - Eindeutige Identifier -->
|
|
<key>Label</key>
|
|
<string>com.lotto.weekly</string>
|
|
|
|
<!-- Programm-Pfad -->
|
|
<key>ProgramArguments</key>
|
|
<array>
|
|
<string>/bin/bash</string>
|
|
<string>-c</string>
|
|
<string>cd "/Users/sebastianfrohlich/Library/Mobile Documents/com~apple~CloudDocs/Jupyter Notebooks/Lotto" && source venv/bin/activate && python scripts/automation/weekly_tip_generator.py 2>&1 | tee -a logs/launchagent.log</string>
|
|
</array>
|
|
|
|
<!-- Zeitplan: Dienstag und Freitag um 21:00 -->
|
|
<key>StartCalendarInterval</key>
|
|
<array>
|
|
<!-- Dienstag 21:00 (vor Mittwoch-Ziehung) -->
|
|
<dict>
|
|
<key>Weekday</key>
|
|
<integer>2</integer>
|
|
<key>Hour</key>
|
|
<integer>21</integer>
|
|
<key>Minute</key>
|
|
<integer>0</integer>
|
|
</dict>
|
|
<!-- Freitag 21:00 (vor Samstag-Ziehung) -->
|
|
<dict>
|
|
<key>Weekday</key>
|
|
<integer>5</integer>
|
|
<key>Hour</key>
|
|
<integer>21</integer>
|
|
<key>Minute</key>
|
|
<integer>0</integer>
|
|
</dict>
|
|
</array>
|
|
|
|
<!-- Arbeitsverzeichnis -->
|
|
<key>WorkingDirectory</key>
|
|
<string>/Users/sebastianfrohlich/Library/Mobile Documents/com~apple~CloudDocs/Jupyter Notebooks/Lotto</string>
|
|
|
|
<!-- Standard Output/Error Logging -->
|
|
<key>StandardOutPath</key>
|
|
<string>/Users/sebastianfrohlich/Library/Mobile Documents/com~apple~CloudDocs/Jupyter Notebooks/Lotto/logs/stdout.log</string>
|
|
<key>StandardErrorPath</key>
|
|
<string>/Users/sebastianfrohlich/Library/Mobile Documents/com~apple~CloudDocs/Jupyter Notebooks/Lotto/logs/stderr.log</string>
|
|
|
|
<!-- Wichtig: RunAtLoad für sofortigen Test -->
|
|
<key>RunAtLoad</key>
|
|
<false/>
|
|
|
|
<!-- Environment Variables -->
|
|
<key>EnvironmentVariables</key>
|
|
<dict>
|
|
<key>PATH</key>
|
|
<string>/usr/local/bin:/usr/bin:/bin:/usr/sbin:/sbin</string>
|
|
<key>LANG</key>
|
|
<string>de_DE.UTF-8</string>
|
|
</dict>
|
|
|
|
<!-- Wichtig: Auch bei Sleep/Wake ausführen -->
|
|
<key>LaunchOnlyOnce</key>
|
|
<false/>
|
|
|
|
<!-- Process Nice Level (niedrigere Priorität) -->
|
|
<key>Nice</key>
|
|
<integer>10</integer>
|
|
</dict>
|
|
</plist>
|