Dynamic Network Configuration Management System

Develop a Python framework for automated network configuration management that supports multi-vendor infrastructure, uses machine learning for predictive configuration optimization, and provides comprehensive compliance reporting. The system should integrate with major network devices, support configuration templating, and implement robust rollback mechanisms for configuration changes.