Expand description
Quantum Automated Machine Learning (AutoML) Framework
This module provides comprehensive automated machine learning capabilities for quantum computing, including automated model selection, hyperparameter optimization, pipeline construction, and quantum-specific optimizations.
The framework has been refactored from a single 3,471-line file into a modular architecture to address configuration explosion and mixed responsibilities.
Re-exports§
pub use config::*;
Modules§
- analysis
- Analysis Module
- config
- AutoML Configuration Module
- pipeline
- Pipeline Module
- resource
- Resource Management Module
- search
- Search Module
Structs§
- Quantum
AutoML - Main Quantum AutoML framework
- Quantum
Ensemble Manager - Quantum ensemble manager
Functions§
- create_
comprehensive_ automl_ config - Create a comprehensive AutoML configuration
- create_
default_ automl_ config - Create a default AutoML configuration