def fit(self, scenario: ASlibScenario, config: Configuration):
'''
fit pca object to ASlib scenario data
Arguments
---------
scenario: data.aslib_scenario.ASlibScenario
ASlib Scenario with all data in pandas
config: ConfigSpace.Configuration
configuration
'''
self.imputer = Imputer(strategy=config.get("imputer_strategy"))
self.imputer.fit(scenario.feature_data.values)
self.active = True
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