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import cca_zoo
import numpy as np
rng=np.random.RandomState(0)
X1 = rng.random((10,5))
X2 = rng.random((10,5))
model = CCA()
model.fit((X1,X2)).score((X1,X2))
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
Cell In[17], line 11
7 X2 = rng.random((10,5))
9 model = CCA()
---> 11 model.fit((X1,X2)).score((X1,X2))
File E:\anaconda3\envs\analysis\Lib\site-packages\cca_zoo\linear\_mcca.py:78, in MCCA.fit(self, views, y, **kwargs)
76 def fit(self, views: Iterable[np.ndarray], y=None, **kwargs):
77 # Validate the input data
---> 78 views = self._validate_data(views)
79 # Check the parameters
80 self._check_params()
File E:\anaconda3\envs\analysis\Lib\site-packages\cca_zoo\_base.py:58, in _BaseModel._validate_data(self, views)
57 def _validate_data(self, views: Iterable[np.ndarray]):
---> 58 if not self._get_tags().get("multiview", False) and len(views) > 2:
59 raise ValueError(
60 f"Model can only be used with two representations, but {len(views)} were given. "
61 "Use MCCA or GCCA instead for CCA or MPLS for PLS."
62 )
63 if self.copy_data:
File E:\anaconda3\envs\analysis\Lib\site-packages\sklearn\base.py:417, in BaseEstimator._get_tags(self)
409 from sklearn.utils._tags import _to_old_tags, get_tags
411 warnings.warn(
412 "The `_get_tags` method is deprecated in 1.6 and will be removed in "
413 "1.7. Please implement the `__sklearn_tags__` method.",
414 category=FutureWarning,
415 )
--> 417 return _to_old_tags(get_tags(self))
File E:\anaconda3\envs\analysis\Lib\site-packages\sklearn\utils\_tags.py:405, in get_tags(estimator)
403 for klass in reversed(type(estimator).mro()):
404 if "__sklearn_tags__" in vars(klass):
--> 405 sklearn_tags_provider[klass] = klass.__sklearn_tags__(estimator) # type: ignore[attr-defined]
406 class_order.append(klass)
407 elif "_more_tags" in vars(klass):
File E:\anaconda3\envs\analysis\Lib\site-packages\sklearn\base.py:859, in TransformerMixin.__sklearn_tags__(self)
858 def __sklearn_tags__(self):
--> 859 tags = super().__sklearn_tags__()
860 tags.transformer_tags = TransformerTags()
861 return tags
AttributeError: 'super' object has no attribute '__sklearn_tags__'
Sklearn version 1.6, run on windows 10 anaconda/jupyter lab.
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