Expand description
Fluent API and advanced builder patterns for pipeline construction
This module provides a fluent, chainable API for building complex machine learning pipelines with type safety, method chaining, and configuration presets.
Structs§
- Builder
Complete - Builder
Empty - Builder state types for type safety
- Builder
With Estimator - Builder
With Steps - Caching
Configuration - Caching configuration
- Configuration
Preset - Configuration preset for common pipeline patterns
- Debug
Configuration - Debug configuration
- Feature
Engineering Chain - Feature engineering chain builder
- Feature
Union Builder - Feature union builder for parallel feature extraction
- Fluent
Pipeline Builder - Fluent pipeline builder with advanced chaining capabilities
- Memory
Configuration - Memory configuration
- Pipeline
Configuration - Pipeline configuration
- Pipeline
Presets - Quick access functions for common patterns
- Preprocessing
Chain - Preprocessing chain builder
- Preset
Step - Preset step definition
- Validation
Configuration - Validation configuration
- Validation
Rule - Validation rule for pipeline construction
Enums§
- Cache
Strategy - Cache strategy
- Imputation
Strategy - Imputation strategy
- LogLevel
- Log level
- Preset
Parameter - Preset parameter
- Validation
Level - Validation level