Module ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias alias ImportFrom alias Assign NameStore Str ClassDef bases NameLoad body Expr Str FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam defaults kwarg body Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call NameLoad BinOpMult BinOpMult NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam defaults body Assign NameStore BinOpAdd BinOpSub NameLoad NameLoad Num Assign NameStore Call NameLoad BinOpMult BinOpMult NameLoad NameLoad NameLoad keyword Str Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad BinOpMult NameLoad NameLoad keyword Str Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore ListLoad For NameStore Call NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr Call NameLoad BinOpMult BinOpMult NameLoad NameLoad NameLoad keyword BinOpAdd Str Call NameLoad NameLoad Assign NameStore Call NameLoad NameLoad For NameStore Call NameLoad NameLoad body For NameStore Call NameLoad NameLoad body Assign NameStore BinOpAdd BinOpMult NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad keyword BinOpMult NameLoad NameLoad keyword BinOpMult BinOpAdd NameLoad Num NameLoad keyword BinOpMult NameLoad NameLoad keyword BinOpMult BinOpAdd NameLoad Num NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad NameLoad NameLoad keyword NameLoad keyword BinOpAdd NameLoad Num For TupleStore NameStore NameStore Call NameLoad NameLoad body Assign NameStore BinOpAdd BinOpMult NameLoad BinOpAdd NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad keyword BinOpMult NameLoad NameLoad keyword BinOpAdd BinOpMult NameLoad NameLoad BinOpMult NameLoad NameLoad Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad NameLoad NameLoad decorator_list decorator_list If CompareEq NameLoad Str body ImportFrom alias alias ImportFrom alias ImportFrom alias Assign NameStore Call NameLoad Num Num Num Assign NameStore ListLoad ListLoad ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad ListLoad Num Num ListLoad Num Num ListLoad Num Num ListLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr Call NameLoad Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Num Num Expr Call NameLoad SubscriptLoad Call AttributeLoad SubscriptLoad AttributeLoad SubscriptLoad NameLoad Index Str attr Index Num attr Num Num Num ExtSlice Slice Slice Index Num Expr Call NameLoad NameLoad Assign NameStore Call NameLoad Num Expr Call NameLoad Call NameLoad NameLoad If NameLoad body Assign NameStore Call NameLoad Num Num Num Expr Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Call NameLoad Call NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr Num Num Expr Call NameLoad NameLoad
N/A __future__ print_function pybrain.structure.modules.linearlayer LinearLayer pybrain.structure.modules.tanhlayer TanhLayer pybrain.structure.moduleslice ModuleSlice pybrain.structure.networks.feedforward FeedForwardNetwork pybrain.structure.connections.shared MotherConnection SharedFullConnection pybrain.structure.modules.sigmoidlayer SigmoidLayer N/A __author__ Tom Schaul, tom@idsia.ch SimpleConvolutionalNetwork N/A FeedForwardNetwork N/A N/A  A network with a specific form of weight-sharing, on a single 2D layer,
    convoluting neighboring inputs (within a square).  __init__ N/A N/A self inputdim insize convSize numFeatureMaps N/A args N/A N/A N/A N/A FeedForwardNetwork __init__ self args N/A inlayer N/A LinearLayer N/A N/A inputdim insize insize N/A N/A N/A self addInputModule inlayer N/A N/A N/A self _buildStructure inputdim insize inlayer convSize numFeatureMaps N/A N/A N/A self sortModules N/A _buildStructure N/A N/A self inputdim insize inlayer convSize numFeatureMaps N/A N/A N/A outdim N/A N/A insize convSize 1 N/A hlayer N/A TanhLayer N/A N/A outdim outdim numFeatureMaps name h N/A N/A N/A self addModule hlayer N/A outlayer N/A SigmoidLayer N/A outdim outdim name out N/A N/A N/A self addOutputModule outlayer N/A convConns N/A N/A i N/A range convSize N/A N/A N/A N/A convConns append N/A MotherConnection N/A N/A convSize numFeatureMaps inputdim name N/A conv N/A str i N/A outConn N/A MotherConnection numFeatureMaps N/A i N/A range outdim N/A N/A j N/A range outdim N/A N/A offset N/A N/A i outdim j N/A outmod N/A ModuleSlice hlayer inSliceFrom N/A offset numFeatureMaps inSliceTo N/A N/A offset 1 numFeatureMaps outSliceFrom N/A offset numFeatureMaps outSliceTo N/A N/A offset 1 numFeatureMaps N/A N/A N/A self addConnection N/A SharedFullConnection outConn outmod outlayer outSliceFrom offset outSliceTo N/A offset 1 N/A N/A k mc N/A enumerate convConns N/A N/A offset N/A N/A insize N/A i k j N/A inmod N/A ModuleSlice inlayer outSliceFrom N/A offset inputdim outSliceTo N/A N/A offset inputdim N/A convSize inputdim N/A N/A N/A self addConnection N/A SharedFullConnection mc inmod outmod N/A N/A N/A N/A __name__ __main__ N/A scipy array ravel custom.convboard ConvolutionalBoardNetwork pybrain.rl.environments.twoplayergames.tasks CaptureGameTask N/A N N/A ConvolutionalBoardNetwork 4 3 5 N/A input N/A N/A N/A 0 0 N/A 0 0 N/A 0 0 N/A 0 0 N/A N/A 0 0 N/A 0 0 N/A 0 0 N/A 1 1 N/A N/A 0 0 N/A 1 1 N/A 0 0 N/A 0 1 N/A N/A 0 0 N/A 1 0 N/A 1 1 N/A 0 1 N/A res N/A N/A N activate N/A ravel N/A array input N/A res N/A N/A res reshape 4 4 N/A N/A print N/A N/A N/A N/A N/A N/A N N/A pad inputbuffer N/A 0 reshape 6 6 2 N/A N/A N/A N/A 0 N/A N/A print res N/A t N/A CaptureGameTask 4 N/A N/A print N/A t N N/A False N/A N/A N N/A SimpleConvolutionalNetwork 4 2 5 N/A N/A print N N/A res N/A N/A N activate N/A ravel N/A array input N/A res N/A N/A res reshape 3 3 N/A N/A print res