def __init__(self):
self.weight = pf.Parameter(name="Weight")
self.bias = pf.Parameter(name="Bias")
self.std = pf.ScaleParameter(name="Noise Std Dev",
prior=pf.Gamma(1.0, 1.0))
def __call__(self):
return pf.Gamma(self.alpha(), self.beta())
def __init__(self):
self.weight = pf.Parameter(name='Weight')
self.bias = pf.Parameter(name='Bias')
self.std = pf.ScaleParameter(name='Noise Std Dev',
prior=pf.Gamma(1., 1.))