0.5.0

Skada v0.5.0 Release Highlights

This update brings significant enhancements and new features:

1. API Enhancement: Fix target labels masking in shallow methods.
2. API Enhancement: Remove the functions pack_train and pack_test for DomainAwareDataset.
3. New Feature: Add DeepDADataset to deal with the dataset for Deep DA.
4. Function Enhancement: Improve DomainAwareDataset to deal with tensors.
5. New Scorer: Introduce MaNo scorer.
6. Enhancement: Improve the dependencies of skada.
7. Enhancement: Fix CodeCov for the main branch.

What's Changed

• [MRG] Fix Github action version v2 -> v4 and fix test with skorch update by @tgnassou in #292
• [WIP] Add new scorer: MaNoScorer by @ambroiseodt in #289
• [MRG] renaming, issue #294 by @mbarneche in #299
• [MRG] typo fix, issue #297 by @mbarneche in #298
• [MRG] Fix test after sklearn update where the text of a Value error changed by @tgnassou in #303
• [MRG] Add DeepDADataset by @mbarneche in #302
• [MRG] added skada.datasets.DomainAwareDataset to the doc by @arthurdrk in #307
• Move Contributing to root by @lionelkusch in #316
• Update version number and add logos of projects by @rflamary in #319
• Update README.md by @rflamary in #320
• Update README.md by @rflamary in #321
• Update pyproject.toml by @ambroiseodt in #318
• Update link for download some dataset by @lionelkusch in #324
• Add dependabot by @lionelkusch in #325
• Fix git action of version by @lionelkusch in #327
• [DOC] fix sklearn FutureWarning in check_array. by @vloison in #322
• Update yml linter configuration by @lionelkusch in #331
• Fix CodeCov parameters by @lionelkusch in #329
• [MRG] Update CONTRIBUTING.md by @ambroiseodt in #333
• Include pack_train and pack_test in pack to get one method by @MellotApolline in #317
• Improve warnings in doc by @antoinecollas in #336
• Add missing classes and functions to the doc by @MellotApolline in #335
• Separate the test of dataset to other tests by @lionelkusch in #332
• Fix codecov for main branch by @lionelkusch in #340
• Add automatic labeler to PR by @rflamary in #346
• Fix Labeler by @rflamary in #347
• Use Flag for improving the management of CodeCov by @lionelkusch in #343
• [MRG] Add automatic target label masking to prevent data leakage by @YanisLalou in #330
• Bump the actions group across 1 directory with 3 updates by @dependabot[bot] in #349
• [MRG] Handle torch tensor in DomainAwareDataset by @tom-yneuro in #337
• [MRG] Make DeepDADAtaset deal with regression masking by @tgnassou in #352

New Contributors

• @mbarneche made their first contribution in #299
• @arthurdrk made their first contribution in #307
• @lionelkusch made their first contribution in #316
• @MellotApolline made their first contribution in #317
• @dependabot[bot] made their first contribution in #349
• @tom-yneuro made their first contribution in #337

Full Changelog: 0.4.0...0.5.0