Merge pull request #8 from agramfort/TCA_rename

rename TCA to TransferComponentAnalysis

Author: tgnassou

skada/da/__init__.py

@@ -14,13 +14,13 @@
 from .reweight import (
     ReweightDensity, GaussianReweightDensity, ClassifierReweightDensity
 )
-from .subspace import SubspaceAlignment, TCA
+from .subspace import SubspaceAlignment, TransferComponentAnalysis
 
 __all__ = [
     "reweight",
     "ReweightDensity",
     "GaussianReweightDensity",
     "ClassifierReweightDensity",
     "SubspaceAlignment",
-    "TCA"
+    "TransferComponentAnalysis"
 ]

skada/da/subspace.py

@@ -121,7 +121,7 @@ def transform(self, X, domain='target'):
         return X_transform
 
 
-class TCA(BaseSubspaceEstimator):
+class TransferComponentAnalysis(BaseSubspaceEstimator):
     """Transfer Component Analysis.
 
     Parameters

skada/da/tests/test_subspace.py

@@ -2,15 +2,15 @@
 from sklearn.linear_model import LogisticRegression
 
 from skada.datasets import make_shifted_blobs
-from skada.da.subspace import SubspaceAlignment, TCA
+from skada.da.subspace import SubspaceAlignment, TransferComponentAnalysis
 
 import pytest
 
 
 @pytest.mark.parametrize(
     "estimator", [
         SubspaceAlignment(base_estimator=LogisticRegression(), n_components=2),
-        TCA(base_estimator=LogisticRegression(), n_components=2),
+        TransferComponentAnalysis(base_estimator=LogisticRegression(), n_components=2),
     ]
 )
 def test_subspace_alignment(estimator):