Module Import alias identifier Import alias identifier Import alias identifier ImportFrom alias ImportFrom alias ImportFrom alias alias ImportFrom alias Assign NameStore Call AttributeLoad NameLoad attr NameLoad ClassDef bases NameLoad body Expr Str FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam NameParam NameParam NameParam defaults TupleLoad Num Num NameLoad Str NameLoad NameLoad Str NameLoad body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr Str Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr SubscriptLoad NameLoad Index Num Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr IfExp NameLoad NameLoad Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam defaults body If AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num Str Assign NameStore Call AttributeLoad NameLoad attr TupleLoad SubscriptLoad AttributeLoad NameLoad attr Index Num Num NameLoad NameLoad keyword Num Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr keyword NameLoad keyword AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad keyword AttributeLoad NameLoad attr keyword NameLoad If AttributeLoad NameLoad attr body Assign NameStore NameLoad Assign NameStore Call AttributeLoad NameLoad attr BinOpAdd NameLoad Call AttributeLoad AttributeLoad NameLoad attr attr Str Num Str Str If AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr Num Return NameLoad decorator_list FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call NameLoad AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr keyword Str keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Index Num keyword Str Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Slice Num Assign NameStore BinOpDiv BinOpMult SubscriptLoad AttributeLoad NameLoad attr Index Num Call AttributeLoad NameLoad attr SubscriptLoad AttributeLoad NameLoad attr Slice Num Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr BinOpDiv Num BinOpAdd NameLoad NameLoad Return Call NameLoad keyword NameLoad decorator_list decorator_list
N/A N/A logging loggers N/A numpy np N/A theano.tensor T theano.tensor.nnet conv theano.tensor.signal downsample deepy.utils build_activation UniformInitializer deepy.layers.layer NeuralLayer N/A logging N/A N/A loggers getLogger __name__ Convolution N/A NeuralLayer N/A N/A 
    Convolution layer with max-pooling.
     __init__ N/A N/A self filter_shape pool_size reshape_input border_mode flatten_output disable_pooling activation init N/A N/A 2 2 False valid False False linear None N/A N/A N/A N/A N/A super Convolution self __init__ convolution N/A N/A self filter_shape filter_shape N/A N/A self output_dim N/A filter_shape N/A 0 N/A N/A self pool_size pool_size N/A N/A self reshape_input reshape_input N/A N/A self flatten_output flatten_output N/A N/A self activation activation N/A N/A self disable_pooling disable_pooling N/A N/A self border_mode border_mode N/A N/A self initializer N/A init init N/A N/A self _default_initializer N/A prepare N/A N/A self N/A N/A N/A N/A N/A self _setup_params N/A N/A N/A self _setup_functions N/A compute_tensor N/A N/A self x N/A N/A N/A N/A self reshape_input N/A N/A img_width N/A N/A T cast N/A N/A T sqrt N/A N/A x shape N/A 1 int32 N/A x N/A N/A x reshape N/A N/A N/A x shape N/A 0 1 img_width img_width ndim 4 N/A conv_out N/A N/A conv conv2d input x filters N/A self W_conv filter_shape N/A self filter_shape image_shape None border_mode N/A self border_mode N/A pooled_out N/A N/A downsample max_pool_2d input conv_out ds N/A self pool_size ignore_border True N/A N/A self disable_pooling N/A N/A pooled_out conv_out N/A output N/A N/A self _activation_func N/A pooled_out N/A N/A N/A self B_conv dimshuffle x 0 x x N/A N/A self flatten_output N/A N/A output N/A N/A output flatten 2 N/A output N/A _setup_functions N/A N/A self N/A N/A N/A N/A self _activation_func N/A build_activation N/A self activation N/A _setup_params N/A N/A self N/A N/A N/A N/A self W_conv N/A N/A self create_weight suffix conv initializer N/A self initializer shape N/A self filter_shape N/A N/A self B_conv N/A N/A self create_bias N/A N/A self filter_shape N/A 0 suffix conv N/A N/A N/A self register_parameters N/A self W_conv N/A self B_conv N/A _default_initializer N/A N/A self N/A N/A N/A fan_in N/A N/A np prod N/A N/A self filter_shape N/A 1 N/A fan_out N/A N/A N/A N/A self filter_shape N/A 0 N/A N/A np prod N/A N/A self filter_shape N/A 2 N/A N/A np prod N/A self pool_size N/A weight_scale N/A N/A np sqrt N/A 6.0 N/A fan_in fan_out N/A N/A UniformInitializer scale weight_scale N/A N/A