- Deleted `install_cron.sh`, `setup_schedule.sh`, and `train_daily.sh` as part of the transition to a new scheduling mechanism.
- Removed associated Systemd service and timer files for daily model training.
- Updated `live_regime_strategy.py` and `main.py` to reflect changes in model training and scheduling logic.
- Adjusted `regime_strategy.py` to align with new target calculation methods and updated optimal parameters.
- Enhanced `regime_detection.py` to incorporate path-dependent labeling for target calculations.