Module ImportFrom alias ClassDef bases NameLoad body FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam NameParam NameParam NameParam NameParam NameParam NameParam NameParam NameParam NameParam defaults Num Num Num Num NameLoad Num Num Num Num Num Num Num Num body Expr Call AttributeLoad NameLoad attr NameLoad keyword NameLoad keyword NameLoad keyword ListLoad Str keyword NameLoad keyword NameLoad keyword NameLoad keyword NameLoad keyword NameLoad keyword NameLoad keyword NameLoad keyword NameLoad If NameLoad body Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad AttributeLoad NameLoad attr attr BinOpDiv UnaryOpUSub NameLoad Num BinOpDiv NameLoad Num TupleLoad NameLoad NameLoad orelse Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr Num decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam defaults body Return AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam defaults body Assign AttributeStore NameLoad attr NameLoad Return NameLoad decorator_list decorator_list
N/A stage * ConstWeights N/A Stage N/A __init__ N/A N/A self name outputDim inputDim initRange initSeed needInit initWeights learningRate learningRateAnnealConst momentum deltaMomentum weightClip gradientClip weightRegConst N/A 0 0 1.0 2 True 0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 N/A N/A N/A N/A Stage __init__ self name name outputDim outputDim inputNames N/A input learningRate learningRate learningRateAnnealConst learningRateAnnealConst momentum momentum deltaMomentum deltaMomentum weightClip weightClip gradientClip gradientClip weightRegConst weightRegConst outputdEdX False N/A needInit N/A N/A N/A self random N/A N/A N/A np random RandomState initSeed N/A N/A self W N/A N/A N/A self random uniform N/A N/A initRange 2.0 N/A initRange 2.0 N/A outputDim inputDim N/A N/A N/A self W initWeights N/A N/A self dEdW 0 N/A graphBackward N/A N/A self N/A N/A N/A N/A N/A self backward N/A self dEdY N/A forward N/A N/A self X N/A N/A N/A N/A self W N/A backward N/A N/A self dEdY N/A N/A N/A N/A self dEdW dEdY N/A None N/A N/A