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Merge branch 'params' of github.com:SheffieldML/GPy into params
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commit
ff1d0fd09b
11 changed files with 193 additions and 201 deletions
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@ -255,25 +255,25 @@ class TestNoiseModels(object):
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"Y": self.binary_Y,
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"ep": False # FIXME: Should be True when we have it working again
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},
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#"Exponential_default": {
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#"model": GPy.likelihoods.exponential(),
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#"link_f_constraints": [constrain_positive],
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#"Y": self.positive_Y,
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#"laplace": True,
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#},
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#"Poisson_default": {
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#"model": GPy.likelihoods.poisson(),
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#"link_f_constraints": [constrain_positive],
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#"Y": self.integer_Y,
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#"laplace": True,
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#"ep": False #Should work though...
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#},
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#"Gamma_default": {
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#"model": GPy.likelihoods.gamma(),
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#"link_f_constraints": [constrain_positive],
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#"Y": self.positive_Y,
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#"laplace": True
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#}
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"Exponential_default": {
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"model": GPy.likelihoods.Exponential(),
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"link_f_constraints": [constrain_positive],
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"Y": self.positive_Y,
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"laplace": True,
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},
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"Poisson_default": {
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"model": GPy.likelihoods.Poisson(),
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"link_f_constraints": [constrain_positive],
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"Y": self.integer_Y,
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"laplace": True,
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"ep": False #Should work though...
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},
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"Gamma_default": {
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"model": GPy.likelihoods.Gamma(),
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"link_f_constraints": [constrain_positive],
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"Y": self.positive_Y,
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"laplace": True
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}
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}
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for name, attributes in noise_models.iteritems():
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