Changelog

All notable changes to this project are documented in this file.

The format is based on Keep a Changelog and this project adheres to Semantic Versioning.

[1.1.0] - 2026-06-15

New notebook covering the predict and predict_uncertainty interface.
Updated notebook examples for predict_uncertainty usage with CatboostGaussianProcessRegressorMother.

Harmonized prediction outputs across CatBoost, RandomForest, and TabPFN backends.
Improved mother_cv typing and estimator return behavior.
Added internal workflow skill to update docs and changelog.

CatBoost regressor uncertainty outputs for data and total uncertainty.
RandomForest regressor uncertainty outputs for data and knowledge uncertainty.
Multi-target prediction fallback behavior and uncertainty handling in pipelines.
Single-target enforcement and **kwargs support in CatboostGaussianProcessRegressorMother prediction methods.
Quantile validation error messaging in CatboostRegressorMother.
Notebook text/formatting issues in prediction interface guide.
Probability DataFrame index alignment consistency in prediction outputs.

Expanded tests for unified predict behavior across regression and classification.
Added/updated tests for uncertainty predictions and pipeline integration consistency.