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quantra-go-algo/Creating_hyperparameters.py Secret

Created July 21, 2023 12:35
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Creating_hyperparameters.py
imp = SimpleImputer(missing_values=np.nan, strategy='mean')
steps = [('imputation', imp),
('scaler',StandardScaler()),
('lasso',Lasso())]
pipeline =Pipeline(steps)
parameters = {'lasso__alpha':np.arange(0.0001,10,.0001),
'lasso__max_iter':np.random.uniform(100,100000,4)}
reg = rcv(pipeline, parameters,cv=5)
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