Module splitting

Data splitting utilities for machine learning workflows

This module provides various functions for splitting datasets into training, validation, and test sets. It includes support for simple train-test splits, cross-validation (both standard and stratified), and time series splitting.

Functions

k_fold_split

Performs K-fold cross-validation splitting

stratified_k_fold_split

Performs stratified K-fold cross-validation splitting

time_series_split

Performs time series cross-validation splitting

train_test_split

Split a dataset into training and test sets

Type Aliases

CrossValidationFolds

Cross-validation fold indices