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Fix float32 Beta and StudentT logcdf failing tests
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pymc3/tests/test_distributions.py

+8-2
Original file line numberDiff line numberDiff line change
@@ -1148,7 +1148,7 @@ def test_beta(self):
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Unit,
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{"alpha": Rplus, "beta": Rplus},
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lambda value, alpha, beta: sp.beta.logcdf(value, alpha, beta),
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decimal=select_by_precision(float64=5, float32=3),
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decimal=select_by_precision(float64=5, float32=1),
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)
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def test_kumaraswamy(self):
@@ -1353,7 +1353,7 @@ def test_lognormal(self):
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lambda value, mu, sigma: sp.lognorm.logcdf(value, sigma, 0, np.exp(mu)),
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)
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def test_t(self):
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def test_studentt_logp(self):
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self.check_logp(
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StudentT,
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R,
@@ -1372,6 +1372,12 @@ def test_t(self):
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{"nu": Rplus, "mu": R, "lam": Rplus},
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lambda value, nu, mu, lam: sp.t.logcdf(value, nu, mu, lam ** -0.5),
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)
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@pytest.mark.xfail(
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condition=(aesara.config.floatX == "float32"),
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reason="Fails on float32 due to numerical issues",
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)
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def test_studentt_logcdf(self):
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self.check_logcdf(
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StudentT,
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R,

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