add_standard_scaler_constr#
- gurobi_ml.sklearn.preprocessing.add_standard_scaler_constr(gp_model, standard_scaler, input_vars, **kwargs)#
Formulate standard_scaler into gp_model.
Note that this function creates the output variables from the input variables.
- Parameters:
gp_model (gurobipy model) – The gurobipy model where the standard scaler should be inserted.
standard_scaler (
sklearn.preprocessing.StandardScaler) – The standard scaler to insert as predictor.input_vars (mvar_array_like) – Decision variables used as input for standard scaler in model.
- Returns:
Object containing information about what was added to gp_model to insert the standard_scaler in it
- Return type: