Module Import alias identifier ImportFrom alias alias ImportFrom alias ImportFrom alias alias alias ImportFrom alias ClassDef bases NameLoad body FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore SubscriptLoad AttributeLoad AttributeLoad NameLoad attr attr Index Num Assign NameStore ListComp BinOpAdd Str Call NameLoad NameLoad comprehension NameStore Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr keyword NameLoad Assign SubscriptStore NameLoad Index Str Call AttributeLoad NameLoad attr NameLoad Assign SubscriptStore NameLoad Index NameLoad Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index NameLoad Assign TupleStore NameStore NameStore NameStore NameStore Call NameLoad SubscriptLoad NameLoad Index NameLoad SubscriptLoad NameLoad Index Str 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 keyword Num Expr Call AttributeLoad NameLoad attr NameLoad NameLoad keyword Num Assign NameStore Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Expr Call AttributeLoad NameLoad attr Num NameLoad keyword Num decorator_list decorator_list
N/A N/A pandas pd sklearn datasets preprocessing sklearn.cross_validation train_test_split neupy algorithms layers estimators base BaseTestCase PandasCompatibilityTestCase N/A BaseTestCase N/A test_pandas_for_bp N/A N/A self N/A N/A N/A dataset N/A N/A datasets load_diabetes N/A target N/A N/A N/A dataset target reshape -1 1 N/A input_scaler N/A N/A preprocessing MinMaxScaler N/A target_scaler N/A N/A preprocessing MinMaxScaler N/A n_features N/A N/A N/A dataset data shape N/A 1 N/A input_columns N/A N/A column_ N/A str i N/A i N/A range n_features N/A pandas_data N/A N/A pd DataFrame N/A dataset data columns input_columns N/A N/A pandas_data N/A target N/A N/A target_scaler fit_transform target N/A N/A pandas_data N/A input_columns N/A N/A input_scaler fit_transform N/A pandas_data N/A input_columns N/A N/A x_train x_test y_train y_test N/A train_test_split N/A pandas_data N/A input_columns N/A pandas_data N/A target train_size 0.85 N/A bpnet N/A N/A algorithms GradientDescent connection N/A N/A N/A layers Sigmoid 10 N/A N/A layers Sigmoid 30 N/A N/A layers Output 1 show_epoch 100 N/A N/A N/A bpnet train x_train y_train epochs 50 N/A y_predict N/A N/A N/A N/A bpnet predict x_test reshape -1 1 N/A y_test N/A N/A y_test reshape -1 1 N/A error N/A N/A estimators rmsle N/A N/A target_scaler inverse_transform y_test N/A N/A N/A N/A target_scaler inverse_transform y_predict round N/A N/A N/A self assertAlmostEqual 0.48 error places 2 N/A N/A