Cross Validation Python Packages

iterative-stratification

scikit-learn cross validators for iterative stratification of multilabel data

sklearndf

DataFrame support for scikit-learn.

timebasedcv

Time based splits for cross validation

autoreject

Automated rejection and repair of bad trials/sensors in M/EEG

panelsplit

A tool for performing cross-validation with panel data

tscv

Time series cross-validation

utipy

Utility functions for python

nlptoolkit-sampling

Data sampling library

lazygrid

Automatic, efficient and flexible implementation of complex machine learning pipeline generation and cross-validation.

neuropredict

Easy and comprehensive assessment of predictive power, with support for neuroimaging features

nlptoolkit-sampling-cy

Data sampling library

cv-reality-check

Kaggle-oriented cross-validation reliability checker

octopus-ml

A collection of handy ML and data visualization and validation tools. Go ahead and train, evaluate and validate your ML models and data with minimal effort.

torchhandle

TorchHandle makes your PyTorch development more efficient and make you use PyTorch more comfortable

pychemometrics

pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets

insurance-cv

Temporal and distributional cross-validation, and feature screening, for insurance pricing models

datatap

Focus on Algorithm Design, Not on Data Wrangling

timeseries-cv

Time-Series Cross-Validation Module

jano

Temporal partitioning and backtesting utilities for time-correlated datasets.

autofepg

AutoFE - Playground: Automatic Feature Engineering & Selection for Kaggle Playground Competitions

sbss

similarity-based stratified k-fold cross validation

spatial-kfold

spatial-kfold: A Python Package for Spatial Resampling Toward More Reliable Cross-Validation in Spatial Studies.

quantfinlib

Fundamental package for quantitative finance with Python.

pmk

An experiment control system for reproducible research