📂 CHANGELOG#

0.0.3 - 2026-05-08#

Add ComBatGAM harmonisation method (#15)
Add support for fetching BIDS-compatible datasets using DataLad and use ON-Harmony dataset as an example (#58)
Export uniharmony.metrics and allow for multiple metrics in uniharmony.metrics.report_metrics_by_site (#59)
Add global and per site functionality to IntraSiteInterpolation class. Add covariate match interpolation to IntraSiteInterpolation class for better preserve biological plausibility. (#61)
Add BaseComBat, DesignMatrixMixin, StandardizationMixin and LocationAndScaleMixin for ComBat-based methods (#64)

Refactor make_multisite_classification to use sklearn functions to generate base samples (#54)
Expose uniharmony.datasets and hide previously exposed functions from it (#58)
Fix uniharmony.metrics.report_metrics_by_site when requested metric requires y_score instead of y_pred (#59)
Change basic to IntraSiteInterpolation class structure to allow for classification and regression problems. (#61)
Refactor ComBat-based method implementations to use mixin classes (#64)

Introduce uniharmony.verbosity and uniharmony.verbosity_context to manage logging levels (#10)
Add InterSiteMatchedInterpolation harmonisation method (#16)
Add plot sub-package for providing plotting helpers (#26)

Improve sites validation, handling and storage across transformers (#17)
Split up API reference in docs (#19)
Fix IntraSiteInterpolation logic and improve test coverage (#25)
Improve multi-site data generation and move it to datasets (#27)
Improve NeuroComBat tests (#29)
Add Optimal Transport for Domain Adaptation wrapper that allows for harmonizing data to a reference site(s) (#30)
Replace zensical with sphinx for documentation (#35)

Setup documentation and add initial info (#2)
Add IntraSiteInterpolation harmonisation method, MAREoS dataset loading and multisite data generation functions (#4)
Add NeuroComBat harmonisation method (#5)