def __init__(self, p, sigma=1):
Kernel.__init__(self, p)
Freezeable.__init__(
self,
'sigma',
)
self.sigma = sigma
def __init__(self, k1, k2, *args, **kwargs):
self.k1 = k1
self.k2 = k2
assert self.k1.p == self.k2.p
Kernel.__init__(self, self.k1.p, *args, **kwargs)
Freezeable.__init__(self, 'k1', 'k2')
def __init__(self, k1, k2, *args, **kwargs):
self.k1 = k1
self.k2 = k2
# params = []
# for k in [self.k1,self.k2]:
# params.extend([v for k,v in k.parameters.items()])
assert self.k1.p == self.k2.p
Kernel.__init__(self, self.k1.p, *args, **kwargs)
Freezeable.__init__(self, 'k1', 'k2')
def __init__(self,p,sigma=1,lengthscale=1):
Kernel.__init__(self,p,)
Freezeable.__init__(self,'sigma','lengthscale')
self.sigma = sigma
self.lengthscale = lengthscale
