Nested Cross Validation Python Packages

gp3mlpy

Governance-first, leakage-resistant predictive modelling for Gazepoint research workflows in Python.

melite

MELITE is a comparative classifier evaluator for numeric tabular data. It runs nested cross-validation with a declared Optuna budget, selects by mean outer-CV F1-macro, and preserves the evaluation evidence as inspectable artifacts.

ensemble-integration

Ensemble Integration: a customizable pipeline for generating multi-modal, heterogeneous ensembles

nestedhyperline

Nested Cross-Validation for Bayesian Optimized Linear Regularization

flexcv

Python package customizing nested cross validation for tabular data.

nested-cv-analysis

Routines to perform cross-validation and nested cross-validation using data transformations

nestedhyperboost

Nested Cross-Validation for Bayesian Optimized Gradient Boosting