98db3c307d617661e33f0f14595f3347fe2fb4ed,testing/test_methods.py,TestMethods,test_predict_y,#TestMethods#,61

Before Change

            mf, vf = m.predict_y(self.Xs)
            self.assertTrue(mf.shape == vf.shape)
            self.assertTrue(mf.shape == (10, 1))
            self.assertTrue(np.all(vf >= 0.0))

    def test_predict_density(self):
        self.Ys = self.rng.randn(10, 1)
        for m in self.ms:

After Change

                assert_array_less(np.full_like(vf, -1e-6), vf)

    def test_predict_y(self):
        with self.test_context():
            ms, Xs, _rng = self.setup()
            for m in ms:
                m.compile()
                mf, vf = m.predict_y(Xs)
                assert_array_equal(mf.shape, vf.shape)
                assert_array_equal(mf.shape, (10, 1))
                assert_array_less(np.full_like(vf, -1e-6), vf)

    def test_predict_density(self):
        with self.test_context():
            ms, Xs, rng = self.setup()
            Ys = rng.randn(10, 1)

Instances