Module ImportFrom alias alias ImportFrom alias Import alias identifier ImportFrom alias alias alias alias Expr Call AttributeLoad NameLoad attr Expr Call AttributeLoad AttributeLoad NameLoad attr attr Str Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr TupleLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr TupleLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign TupleStore NameStore NameStore NameStore NameStore Call NameLoad NameLoad NameLoad keyword Num Assign NameStore Call AttributeLoad NameLoad attr keyword ListLoad Call AttributeLoad NameLoad attr Num Call AttributeLoad NameLoad attr Num Call AttributeLoad NameLoad attr Num Call AttributeLoad NameLoad attr Num keyword NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad keyword Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr TupleLoad Num Num Assign NameStore Call AttributeLoad AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr attr Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Print Call AttributeLoad Str attr NameLoad
N/A sklearn datasets preprocessing sklearn.cross_validation train_test_split N/A matplotlib.pyplot plt neupy algorithms layers estimators environment N/A N/A N/A environment reproducible N/A N/A N/A N/A plt style use ggplot N/A dataset N/A N/A datasets load_boston N/A data N/A dataset data N/A target N/A N/A N/A dataset target reshape N/A -1 1 N/A data_scaler N/A N/A preprocessing MinMaxScaler N/A -3 3 N/A target_scaler N/A N/A preprocessing MinMaxScaler N/A data N/A N/A data_scaler fit_transform data N/A target N/A N/A target_scaler fit_transform target N/A N/A x_train x_test y_train y_test N/A train_test_split data target train_size 0.85 N/A cgnet N/A N/A algorithms Hessian connection N/A N/A N/A layers Sigmoid 13 N/A N/A layers Sigmoid 50 N/A N/A layers Sigmoid 10 N/A N/A layers Output 1 verbose True N/A N/A N/A cgnet train x_train y_train x_test y_test epochs 3 N/A y_predict N/A N/A cgnet predict x_test N/A y_test N/A N/A target_scaler inverse_transform N/A N/A y_test reshape N/A -1 1 N/A y_predict N/A N/A N/A N/A N/A target_scaler inverse_transform y_predict T round 1 N/A error N/A N/A estimators rmsle y_predict y_test N/A N/A N/A RMSLE = {} format error