def test_ep(self,thr=1e-4):
""" Test expectation propagation approximate inference.
"""
im = inf.ep
cf,mf,lf = 1.1*cov.se(ell=0.8),mean.zero(),lik.erf()
self.run_verifications(im,cf,mf,lf,thr)
lf = lik.gauss(sn=0.2)
self.run_verifications(im,cf,mf,lf,thr)
mf = 2.3*mean.one()
self.run_verifications(im,cf,mf,lf,thr)
cf = 1.3*cov.se(ell=[0.8,0.7,0.3])
self.run_verifications(im,cf,mf,lf,thr)
mf = 1.3*mean.linear(a=[0.8,0.7,0.3])
self.run_verifications(im,cf,mf,lf,thr)
def test_erf(self):
""" Verify error function likelihood.
"""
self.run_verifications(lik.erf(), self.ybin)
def test_erf(self):
""" Verify error function likelihood.
"""
self.run_verifications(lik.erf(),self.ybin)