remove dev-test-script

This commit is contained in:
Martin Bubel 2024-10-28 23:28:18 +01:00
parent 5a9e5e3cc4
commit d7da7c617f

View file

@ -1,99 +0,0 @@
import numpy
from GPy.core.parameterization.priors import (
Gaussian,
Uniform,
LogGaussian,
MultivariateGaussian,
Gamma,
InverseGamma,
DGPLVM,
DGPLVM_KFDA,
DGPLVM_Lamda,
DGPLVM_T,
HalfT,
Exponential,
StudentT,
)
def initialize_gaussian_prior() -> None:
return Gaussian(0, 1)
def initialize_uniform_prior() -> None:
return Uniform(0, 1)
def initialize_log_gaussian_prior() -> None:
return LogGaussian(0, 1)
def initialize_multivariate_gaussian_prior() -> None:
return MultivariateGaussian(numpy.zeros(2), numpy.eye(2))
def initialize_gamma_prior() -> None:
return Gamma(1, 1)
def initialize_inverse_gamma_prior() -> None:
return InverseGamma(1, 1)
def initialize_dgplvm_prior() -> None:
return DGPLVM(1, 1, (1, 1))
def initialize_dgplvm_kfda_prior() -> None:
return DGPLVM_KFDA(1, 1, (1, 1))
def initialize_dgplvm_lamda_prior() -> None:
return DGPLVM_Lamda(1, 1, (1, 1))
def initialize_dgplvm_t_prior() -> None:
return DGPLVM_T(1, 1, (1, 1))
def initialize_half_t_prior() -> None:
return HalfT(1, 1)
def initialize_exponential_prior() -> None:
return Exponential(1)
def initialize_student_t_prior() -> None:
return StudentT(1, 1, 1)
PRIORS = {
"Gaussian": initialize_gaussian_prior,
"Uniform": initialize_uniform_prior,
"LogGaussian": initialize_log_gaussian_prior,
"MultivariateGaussian": initialize_multivariate_gaussian_prior,
"Gamma": initialize_gamma_prior,
"InverseGamma": initialize_inverse_gamma_prior,
"DGPLVM": initialize_dgplvm_prior,
"DGPLVM_KFDA": initialize_dgplvm_kfda_prior,
"DGPLVM_Lamda": initialize_dgplvm_lamda_prior,
"DGPLVM_T": initialize_dgplvm_t_prior,
"HalfT": initialize_half_t_prior,
"Exponential": initialize_exponential_prior,
"StudentT": initialize_student_t_prior,
}
def check_prior(prior_getter: str) -> None:
prior_getter()
def test_priors() -> None:
for prior_name, prior_getter in PRIORS.items():
try:
check_prior(prior_getter)
except Exception as e:
raise RuntimeError(
f"Failed to initialize {prior_name} prior"
) from e # noqa E501