Module ImportFrom alias Assign NameStore Str Assign NameStore Str ImportFrom alias alias alias alias alias alias alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias alias alias Assign NameStore Call NameLoad Num Expr Call AttributeLoad NameLoad attr keyword ListLoad Num Num Assign NameStore Call NameLoad Num Expr Call AttributeLoad NameLoad attr keyword ListLoad Num Num Assign NameStore Call NameLoad AttributeLoad NameLoad attr Num AttributeLoad NameLoad attr keyword NameLoad Assign NameStore Call NameLoad NameLoad keyword NameLoad keyword Num keyword NameLoad keyword Num Assign TupleStore NameStore NameStore NameStore Call NameLoad ListLoad Num Num Num ListLoad Num Num Num For NameStore Call NameLoad Num body Expr Call AttributeLoad NameLoad attr Num Assign NameStore Call NameLoad Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Str Assign NameStore Call NameLoad Call AttributeLoad NameLoad attr keyword NameLoad SubscriptLoad NameLoad Index Str Expr Call NameLoad BinOpMod Str AttributeLoad NameLoad attr BinOpMod Str NameLoad BinOpMod Str NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr keyword Num Assign NameStore Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr Expr Call NameLoad Num Expr Call NameLoad Expr Call NameLoad Expr Call NameLoad NameLoad If CompareNotEq Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr body Assign NameStore Call NameLoad NameLoad NameLoad NameLoad Expr Call NameLoad Expr Call NameLoad Expr Call NameLoad Expr Call NameLoad
N/A __future__ print_function N/A __author__ Martin Felder N/A __version__ $Id$ pylab figure ioff clf contourf ion draw show pybrain.utilities percentError pybrain.tools.shortcuts buildNetwork pybrain.supervised.trainers BackpropTrainer pybrain.structure.modules SoftmaxLayer datasets generateGridData generateClassificationData plotData N/A trndata N/A generateClassificationData 250 N/A N/A N/A trndata _convertToOneOfMany bounds N/A 0 1 N/A tstdata N/A generateClassificationData 100 N/A N/A N/A tstdata _convertToOneOfMany bounds N/A 0 1 N/A fnn N/A buildNetwork N/A trndata indim 5 N/A trndata outdim outclass SoftmaxLayer N/A trainer N/A BackpropTrainer fnn dataset trndata momentum 0.1 verbose True weightdecay 0.01 N/A N/A griddata X Y N/A generateGridData N/A -3.0 6.0 0.2 N/A -3.0 6.0 0.2 N/A i N/A range 20 N/A N/A N/A N/A trainer trainEpochs 1 N/A trnresult N/A percentError N/A N/A trainer testOnClassData N/A trndata N/A class N/A tstresult N/A percentError N/A N/A trainer testOnClassData dataset tstdata N/A tstdata N/A class N/A N/A print N/A epoch: %4d N/A trainer totalepochs N/A   train error: %5.2f%% trnresult N/A   test error: %5.2f%% tstresult N/A out N/A N/A fnn activateOnDataset griddata N/A out N/A N/A out argmax axis 1 N/A out N/A N/A out reshape N/A X shape N/A N/A figure 1 N/A N/A ioff N/A N/A clf N/A N/A plotData tstdata N/A N/A N/A N/A out max N/A N/A out min N/A N/A CS N/A contourf X Y out N/A N/A ion N/A N/A draw N/A N/A ioff N/A N/A show