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[WIP] Add Geodesic Flow Kernel Method #127

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[WIP] Add Geodesic Flow Kernel Method #127

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30 changes: 30 additions & 0 deletions skada/_subspace.py
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Original file line number Diff line number Diff line change
Expand Up @@ -380,3 +380,33 @@
),
base_estimator,
)


class GeodesicFlowKernelAdapter(BaseAdapter):
"""
Geodesic Flow Kernel
"""
def __init__(self):
super().__init__()

def adapt(self, X, y=None, sample_domain=None, **kwargs):
pass

def fit(self, X, y=None, sample_domain=None, **kwargs):
pass


class GeodesicFlowKernel(
base_estimator=None,
):
"""
Geodesic Flow Kernel
"""
if base_estimator is None:

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undefined name 'base_estimator'
base_estimator = SVC()

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return make_da_pipeline(

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'return' outside function
GeodesicFlowKernelAdapter(
),
base_estimator,
)

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no newline at end of file
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