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Use the default values of the scikit-learn constructor arguments #6309

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Use the default values of the scikit-learn constructor arguments #6309

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9 changes: 8 additions & 1 deletion python/cuml/cuml/experimental/accel/estimator_proxy.py
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Original file line number Diff line number Diff line change
Expand Up @@ -207,7 +207,14 @@ def __init__(self, *args, **kwargs):
self._cpu_model_class = (
original_class_a # Store a reference to the original class
)
kwargs, self._gpuaccel = self._hyperparam_translator(**kwargs)

sklearn_args = inspect.signature(self._cpu_model_class)
sklearn_args = sklearn_args.bind(*args, **kwargs)
sklearn_args.apply_defaults()

kwargs, self._gpuaccel = self._hyperparam_translator(
**sklearn_args.arguments
)
super().__init__(*args, **kwargs)

self._cpu_hyperparams = list(
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