Module memory_efficient 

Memory-efficient ensemble methods for large-scale machine learning

This module provides memory-efficient implementations of ensemble methods that can handle large datasets by using incremental learning, streaming processing, and lazy evaluation techniques.

Structs

IncrementalLinearRegression

Simple incremental linear regression model

MemoryEfficientConfig

Configuration for memory-efficient ensemble methods

MemoryEfficientEnsemble

Memory-efficient ensemble that uses incremental learning and streaming

Traits

IncrementalModel

Trait for incremental learning models

Functions

deserialize_incremental_model

Helper function for deserializing incremental models