Module out_of_core

Module out_of_core 

Source
Expand description

Out-of-core kernel computations for large datasets

This module provides kernel approximation methods that can work with datasets that don’t fit in memory by processing data in chunks and using efficient streaming algorithms.

Structs§

OutOfCoreConfig
Configuration for out-of-core processing OutOfCoreConfig
OutOfCoreKernelPipeline
Out-of-core kernel approximation pipeline
OutOfCoreLoader
Out-of-core data loader for large datasets
OutOfCoreNystroem
Out-of-core Nyström method
OutOfCoreRBFSampler
Out-of-core RBF sampler

Enums§

OutOfCoreStrategy
Strategy for out-of-core processing OutOfCoreStrategy