Python Logistic.from_samples Exemples

Exemple #1

Fichier : test_logistic.py Projet : ghabs/ergo

def test_fit_single_compare():
    scipy_dist = Logistic.from_samples_scipy(onp.array([0.1, 0.2]))
    jax_dist = Logistic.from_samples(np.array([0.1, 0.2]))
    assert scipy_dist.loc == pytest.approx(float(jax_dist.loc), abs=0.1)
    assert scipy_dist.scale == pytest.approx(float(jax_dist.scale), abs=0.1)

Exemple #2

Fichier : test_logistic.py Projet : ghabs/ergo

def test_fit_single_jax():
    dist = Logistic.from_samples(np.array([0.1, 0.2]))
    assert dist.loc == pytest.approx(0.15, abs=0.02)