def initvars(self):
super(RModEModRFracAddEKMM, self).initvars()
self.R = theano.shared(uniform((self.numrels, self.dim, self.dim)))
self.X = theano.shared(uniform((self.numrels, self.dim)))
def __init__(self, **kw):
super(ERModAddEKMM, self).__init__(**kw)
self.R = theano.shared(uniform((self.dim, self.dim)), name="R")
self.T = theano.shared(uniform((self.dim, self.dim)), name="T")
def initvars(self):
super(RModEModAddEKMM, self).initvars()
self.R = theano.shared(uniform((self.numrels, self.dim, self.dim)),
name="R")
def __init__(self, **kw):
super(GateAddEKMM, self).__init__(**kw)
self.R = theano.shared(uniform((self.numrels, self.dim)), name="R")
def initvars(self):
super(EModRFrac3AddEKMM, self).initvars()
self.X = theano.shared(uniform((self.numrels, self.dim)), name="X")
self.Y = theano.shared(uniform((self.numrels, self.dim)), name="Y")
self.F = theano.shared(uniform((self.dim, self.dim)), name="F")
self.G = theano.shared(uniform((self.dim, self.dim)), name="G")
def initvars(self):
self.W = theano.shared(uniform((self.vocabsize, self.dim)), name="W")
return [self.W]
def initvars(self):
super(AddAddEKMM, self).initvars()
self.X = theano.shared(uniform((self.vocabsize, self.dim)), name="X")
self.Wr = theano.shared(uniform((self.numrels, self.dim)), name="Wr")
self.Xr = theano.shared(uniform((self.numrels, self.dim)), name="X")
def initvars(self):
super(RModEModAddEKMM, self).initvars()
self.R = theano.shared(uniform((self.numrels, self.dim, self.dim)), name="R")
def initvars(self):
super(RModEModRFracAddEKMM, self).initvars()
self.R = theano.shared(uniform((self.numrels, self.dim, self.dim)))
self.X = theano.shared(uniform((self.numrels, self.dim)))
def __init__(self, **kw):
super(ERModAddEKMM, self).__init__(**kw)
self.R = theano.shared(uniform((self.dim, self.dim)), name="R")
self.T = theano.shared(uniform((self.dim, self.dim)), name="T")
def initvars(self):
super(EModRFrac3AddEKMM, self).initvars()
self.X = theano.shared(uniform((self.numrels, self.dim)), name="X")
self.Y = theano.shared(uniform((self.numrels, self.dim)), name="Y")
self.F = theano.shared(uniform((self.dim, self.dim)), name="F")
self.G = theano.shared(uniform((self.dim, self.dim)), name="G")
def __init__(self, **kw):
super(GateAddEKMM, self).__init__(**kw)
self.R = theano.shared(uniform((self.numrels, self.dim)), name="R")
def initvars(self):
super(AddAddEKMM, self).initvars()
self.X = theano.shared(uniform((self.vocabsize, self.dim)), name="X")
self.Wr = theano.shared(uniform((self.numrels, self.dim)), name="Wr")
self.Xr = theano.shared(uniform((self.numrels, self.dim)), name="X")
def initvars(self):
self.W = theano.shared(uniform((self.vocabsize, self.dim)), name="W")
return [self.W]
