Expand description
Pipeline optimization and validation
Components for automated hyperparameter optimization, pipeline structure search, and validation.
Structs§
- Multi
Objective Result - Multi-objective optimization results
- Optimization
Results - Results from pipeline optimization
- Parameter
Space - Parameter space definition
- Pareto
Front - Pareto front analysis for multi-objective optimization
- Pipeline
Optimizer - Pipeline parameter optimizer
- Pipeline
Validator - Pipeline validator for error checking and robustness
- Robust
Pipeline Executor - Robust pipeline execution with error recovery
Enums§
- Error
Handling Strategy - Error handling strategies
- Fallback
Strategy - Fallback strategies for failed pipeline execution
- Parameter
Type - Parameter type enumeration
- Scoring
Metric - Scoring metrics for optimization
- Search
Strategy - Parameter search strategy