The most important changes include adding support for source domains in various methods and updating the scoring mechanism to accommodate these changes.
Enhancements to DomainAwareNet:
Added allow_source parameter to predict, predict_proba, and score methods to support source domains. (skada/deep/base.py) [1][2][3]
Modified check_X_domain usage in predict_proba and score methods to handle allow_source. (skada/deep/base.py) [1][2]
Updates to testing and metrics:
Updated tests to include allow_source parameter in predictions. (skada/deep/tests/test_deep_scorer.py)
Removed commented-out scorer in tests. (skada/deep/tests/test_deep_scorer.py)
Updated _score method in metrics.py to handle allow_source parameter and removed outdated code. (skada/metrics.py) [1][2][3]
Added allow_source parameter to various scoring functions and ensured compatibility with deep estimators. (skada/metrics.py) [1][2][3][4]
The most important changes include adding support for source domains in various methods and updating the scoring mechanism to accommodate these changes.
Enhancements to
DomainAwareNet:allow_sourceparameter topredict,predict_proba, andscoremethods to support source domains. (skada/deep/base.py) [1] [2] [3]check_X_domainusage inpredict_probaandscoremethods to handleallow_source. (skada/deep/base.py) [1] [2]Updates to testing and metrics:
allow_sourceparameter in predictions. (skada/deep/tests/test_deep_scorer.py)skada/deep/tests/test_deep_scorer.py)_scoremethod inmetrics.pyto handleallow_sourceparameter and removed outdated code. (skada/metrics.py) [1] [2] [3]allow_sourceparameter to various scoring functions and ensured compatibility with deep estimators. (skada/metrics.py) [1] [2] [3] [4]