Module Import alias Import alias identifier Import alias identifier Import alias identifier ImportFrom alias alias alias alias alias Assign NameStore ListLoad TupleLoad Num Num TupleLoad Num Num TupleLoad Num Num TupleLoad Num Num TupleLoad Num Num TupleLoad Num Num FunctionDef arguments args defaults body Assign NameStore ListLoad AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr AttributeLoad AttributeLoad NameLoad attr attr Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad For TupleStore NameStore NameStore NameLoad body Print BinOpMod Str TupleLoad Call AttributeLoad AttributeLoad NameLoad attr attr Num NameLoad Assign NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr keyword NameLoad attr AttributeLoad NameLoad attr If CompareIs NameLoad AttributeLoad AttributeLoad NameLoad attr attr body Assign SubscriptStore NameLoad Index CompareLt Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad If CompareIs NameLoad AttributeLoad AttributeLoad NameLoad attr attr body AugAssignMult NameStore Num Assign NameStore Call NameLoad NameLoad Assign NameStore Call Call NameLoad NameLoad Assign TupleStore NameStore NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Assert Call NameLoad NameLoad NameLoad decorator_list
N/A N/A itertools N/A numpy np N/A deeppy dp N/A deeppy.expr ex deeppy.misc.test eps BPropableSource approx_fprime gradclose graph_funs N/A shapes N/A N/A 1 4 N/A 1 7 N/A 2 6 N/A 3 3 N/A 3 4 N/A 5 1 test_activations N/A N/A N/A N/A N/A ops N/A N/A N/A ex nnet LeakyReLU N/A N/A ex nnet ReLU N/A N/A ex nnet Sigmoid N/A N/A ex nnet Softmax N/A N/A ex nnet Softplus N/A confs N/A N/A itertools product shapes ops N/A N/A shape op confs N/A N/A N/A %s shape=%s N/A N/A N/A N/A op __name__ ljust 20 shape N/A src_array N/A N/A N/A N/A N/A np random normal size shape astype N/A dp float_ N/A N/A op N/A N/A ex nnet LeakyReLU N/A N/A N/A src_array N/A N/A N/A N/A np fabs src_array eps eps N/A N/A op N/A N/A ex nnet Softmax N/A N/A src_array 100 N/A src N/A BPropableSource src_array N/A sink N/A N/A op src N/A N/A f f_grad N/A graph_funs src sink N/A g_approx N/A approx_fprime src_array f N/A g_true N/A f_grad src_array N/A N/A gradclose g_true g_approx N/A