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Increase number of samples and decrease step size in MALA nightly tests #1588

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Increase number of samples and decrease step size in MALA nightly tests #1588

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16 changes: 9 additions & 7 deletions ...l/tests/mala/single_site_metropolis_adjusted_langevin_algorithm_conjugate_test_nightly.py
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Original file line number Diff line number Diff line change
Expand Up @@ -15,25 +15,27 @@ class SingleSiteMetropolisAdapatedLangevinAlgorithmConjugateTest(
unittest.TestCase, AbstractConjugateTests
):
def test_beta_binomial_conjugate_run(self):
mala = SingleSiteMetropolisAdapatedLangevinAlgorithm(0.05)
mala = SingleSiteMetropolisAdapatedLangevinAlgorithm(0.01)
self.beta_binomial_conjugate_run(
mala, num_samples=500, num_adaptive_samples=500
mala, num_samples=1000, num_adaptive_samples=1000
)

def test_gamma_gamma_conjugate_run(self):
mala = SingleSiteMetropolisAdapatedLangevinAlgorithm(0.05)
mala = SingleSiteMetropolisAdapatedLangevinAlgorithm(0.01)
self.gamma_gamma_conjugate_run(
mala, num_samples=1000, num_adaptive_samples=1000
)

def test_gamma_normal_conjugate_run(self):
mala = SingleSiteMetropolisAdapatedLangevinAlgorithm(0.05)
self.gamma_normal_conjugate_run(mala, num_samples=500, num_adaptive_samples=500)
mala = SingleSiteMetropolisAdapatedLangevinAlgorithm(0.01)
self.gamma_normal_conjugate_run(
mala, num_samples=1000, num_adaptive_samples=1000
)

def test_normal_normal_conjugate_run(self):
mala = SingleSiteMetropolisAdapatedLangevinAlgorithm(0.05)
mala = SingleSiteMetropolisAdapatedLangevinAlgorithm(0.01)
self.normal_normal_conjugate_run(
mala, num_samples=500, num_adaptive_samples=500
mala, num_samples=1000, num_adaptive_samples=1000
)

def test_dirichlet_categorical_conjugate_run(self):
Expand Down