diff --git a/GPy/testing/test_priors.py b/GPy/testing/test_priors.py deleted file mode 100644 index 51e357e3..00000000 --- a/GPy/testing/test_priors.py +++ /dev/null @@ -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