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Le Roux Erwan authoredd10f7951
class AbstractModel(object):
def __init__(self, params_sample=None):
self.default_params = None
self.user_params_sample = params_sample
@property
def params_start_fit(self) -> dict:
# return self.default_params.copy()
return self.params_sample.copy()
@property
def params_sample(self) -> dict:
return self.merge_params(default_params=self.default_params, input_params=self.user_params_sample)
@staticmethod
def merge_params(default_params, input_params):
assert default_params is not None, 'some default_params need to be specified'
merged_params = default_params.copy()
if input_params is not None:
assert isinstance(default_params, dict) and isinstance(input_params, dict)
assert set(input_params.keys()).issubset(set(default_params.keys()))
merged_params.update(input_params)
return merged_params