Module Import alias identifier Import alias identifier Import alias FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam NameParam defaults Num Num Num Num Num body Expr Str For TupleStore NameStore NameStore Call NameLoad NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr keyword BinOpAdd AttributeLoad NameLoad attr Str Assign NameStore Call AttributeLoad NameLoad attr BinOpAdd Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad keyword BinOpAdd AttributeLoad NameLoad attr Str Assign NameStore BinOpMult NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr NameLoad BinOpMult NameLoad BinOpAdd BinOpAdd Call AttributeLoad NameLoad attr NameLoad Num BinOpMult NameLoad NameLoad BinOpMult NameLoad NameLoad Assign NameStore BinOpSub NameLoad BinOpMult NameLoad NameLoad Expr Yield TupleLoad NameLoad BinOpSub NameLoad BinOpMult Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Yield TupleLoad NameLoad NameLoad Expr Yield TupleLoad NameLoad NameLoad decorator_list
N/A N/A numpy np N/A theano.tensor T N/A theano rprop_core N/A N/A params gradients rprop_increase rprop_decrease rprop_min_step rprop_max_step learning_rate N/A 1.01 0.99 0 100 0.01 N/A N/A 
    Rprop optimizer.
    See http://sci2s.ugr.es/keel/pdf/algorithm/articulo/2003-Neuro-Igel-IRprop+.pdf.
     N/A N/A param grad N/A zip params gradients N/A N/A grad_tm1 N/A N/A theano shared N/A N/A np zeros_like N/A N/A param get_value name N/A N/A param name _grad N/A step_tm1 N/A N/A theano shared N/A N/A N/A np zeros_like N/A N/A param get_value learning_rate name N/A N/A param name _step N/A test N/A grad grad_tm1 N/A same N/A N/A T gt test 0 N/A diff N/A N/A T lt test 0 N/A step N/A N/A T minimum rprop_max_step N/A N/A T maximum rprop_min_step N/A step_tm1 N/A N/A N/A N/A T eq test 0 N/A same rprop_increase N/A diff rprop_decrease N/A grad N/A grad N/A diff grad N/A N/A N/A param N/A param N/A N/A N/A T sgn grad step N/A N/A N/A grad_tm1 grad N/A N/A N/A step_tm1 step N/A