Module Expr Str Assign NameStore Str Assign NameStore Str Import alias Import alias ImportFrom alias TryExcept body ImportFrom alias handlers ExceptHandler body Assign NameStore NameLoad ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias alias alias ClassDef bases NameLoad body FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam NameParam NameParam NameParam defaults NameLoad NameLoad NameLoad NameLoad body Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr 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 Call NameLoad AttributeLoad NameLoad attr NameLoad Num Assign AttributeStore NameLoad attr Call NameLoad AttributeLoad NameLoad attr NameLoad Num Assign AttributeStore NameLoad attr BinOpFloorDiv AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return Call AttributeLoad NameLoad attr Call NameLoad Call NameLoad AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr BinOpMult AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr ListLoad Expr Call AttributeLoad NameLoad attr NameLoad For NameStore Call AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad AttributeLoad NameLoad attr Assign NameStore Call NameLoad Call NameLoad Call NameLoad Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return ListLoad Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign AttributeStore NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call NameLoad NameLoad AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr TupleLoad Call AttributeLoad NameLoad attr NameLoad Return Call AttributeLoad Call NameLoad NameLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Return NameLoad decorator_list decorator_list ClassDef bases NameLoad body FunctionDef arguments args NameParam defaults body Expr Str Assign NameStore Call AttributeLoad NameLoad attr Call NameLoad Call NameLoad AttributeLoad NameLoad attr Assign AttributeStore NameLoad attr Call NameLoad GeneratorExp BinOpFloorDiv NameLoad NameLoad comprehension TupleStore NameStore NameStore Call NameLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore ListLoad For NameStore Call NameLoad BinOpMult ListLoad TupleLoad Str Str AttributeLoad NameLoad attr body Assign NameStore ListLoad For TupleStore NameStore NameStore Call NameLoad NameLoad body If CompareEq NameLoad Str body Assign NameStore Call NameLoad NameLoad NameLoad Num orelse Assign NameStore Call NameLoad NameLoad NameLoad Num Expr Call AttributeLoad NameLoad attr NameLoad Expr Call AttributeLoad NameLoad attr Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad NameLoad attr Return NameLoad decorator_list decorator_list ClassDef bases NameLoad body FunctionDef arguments args NameParam NameParam defaults body Assign NameStore Call AttributeLoad Call NameLoad NameLoad NameLoad attr NameLoad Assign AttributeStore NameLoad attr TupleLoad AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assign NameStore Call AttributeLoad NameLoad attr decorator_list decorator_list
N/A N/A  WARNING: this file is a construction site. The classes are currently placeholders for stuff to come.  N/A __author__ Justin S Bayer, bayer.justin@googlemail.com N/A __version__ $Id$ N/A operator N/A scipy functools reduce N/A N/A arac.pybrainbridge _FeedForwardNetwork N/A N/A N/A N/A _FeedForwardNetwork object pybrain.structure.modules.mdrnnlayer MdrnnLayer pybrain.structure LinearLayer pybrain.structure.connections.permutation PermutationConnection pybrain.utilities crossproduct permute permuteToBlocks _Mdrnn N/A _FeedForwardNetwork N/A __init__ N/A N/A self timedim shape hiddendim outsize blockshape name inlayerclass outlayerclass N/A None None LinearLayer LinearLayer N/A N/A N/A N/A N/A super _Mdrnn self __init__ N/A N/A self timedim timedim N/A N/A self shape shape N/A N/A self hiddendim hiddendim N/A N/A self outsize outsize N/A N/A self blockshape blockshape N/A N/A self indim N/A reduce N/A operator mul shape 1 N/A N/A self blocksize N/A reduce N/A operator mul blockshape 1 N/A N/A self sequenceLength N/A N/A self indim N/A self blocksize N/A N/A self inlayerclass inlayerclass N/A N/A self outlayerclass outlayerclass N/A N/A N/A self _buildTopology N/A _makeMdrnnLayer N/A N/A self N/A N/A N/A Return an MdrnnLayer suitable for this network. N/A N/A MdrnnLayer N/A self timedim N/A self shape N/A self hiddendim N/A self outsize N/A self blockshape N/A _standardPermutation N/A N/A self N/A N/A N/A Return the permutation of input data that is suitable for this
        network. N/A N/A N/A scipy array N/A list N/A range N/A self sequenceLength N/A _buildTopology N/A N/A self N/A N/A N/A inlayer N/A N/A self inlayerclass N/A self indim N/A outlayer N/A N/A self outlayerclass N/A N/A self sequenceLength N/A self outsize N/A N/A self hiddenlayers N/A N/A N/A N/A self addInputModule inlayer N/A p N/A N/A self _permsForSwiping N/A N/A i N/A N/A self _makeMdrnnLayer N/A N/A N/A N/A self hiddenlayers append i N/A in_pc N/A PermutationConnection inlayer i p N/A self blocksize N/A pinv N/A permute N/A list N/A range N/A len p p N/A out_pc N/A PermutationConnection i outlayer pinv N/A self outsize N/A N/A N/A self addModule i N/A N/A N/A self addConnection in_pc N/A N/A N/A self addConnection out_pc N/A N/A N/A self addOutputModule outlayer N/A _permsForSwiping N/A N/A self N/A N/A N/A Return the correct permutations of blocks for all swiping direction.
         N/A N/A N/A N/A self _standardPermutation N/A activate N/A N/A self inpt N/A N/A N/A N/A inpt shape N/A self shape N/A inpt_ N/A permuteToBlocks inpt N/A self blockshape N/A N/A inpt shape N/A N/A N/A scipy size inpt N/A N/A N/A N/A super _Mdrnn self activate inpt_ N/A filterResult N/A N/A self inpt N/A N/A N/A inpt N/A N/A _MultiDirectionalMdrnn N/A _Mdrnn N/A _permsForSwiping N/A N/A self N/A N/A N/A Return the correct permutations of blocks for all swiping direction.
         N/A identity N/A N/A scipy array N/A list N/A range N/A self sequenceLength N/A N/A identity shape N/A tuple N/A N/A s b N/A N/A s b N/A zip N/A self shape N/A self blockshape N/A permutations N/A N/A direction N/A crossproduct N/A N/A N/A + - N/A self timedim N/A N/A axises N/A N/A N/A _ axisdir N/A enumerate direction N/A N/A N/A axisdir + N/A N/A indices N/A slice None None 1 N/A N/A indices N/A slice None None -1 N/A N/A N/A axises append indices N/A N/A N/A permutations append N/A N/A N/A N/A operator getitem identity axises flatten N/A permutations N/A N/A _AccumulatingMdrnn N/A _Mdrnn N/A activate N/A N/A self inpt N/A N/A N/A res N/A N/A N/A super _AccumulatingMdrnn self activate inpt N/A N/A res shape N/A N/A self outsize N/A self indim N/A res N/A N/A res sum N/A N/A