Python tpm 예제들

예제 #1

def test_validate_tpm_conditional_independence():
    tpm = np.array([
        [1, 0, 0, 0],
        [0, .5, .5, 0],
        [0, .5, .5, 0],
        [0, 0, 0, 1],
    ])
    with pytest.raises(ValueError):
        validate.tpm(tpm)

예제 #2

파일: test_validate.py 프로젝트: B1sounours/pyphi

def test_validate_tpm_conditional_independence():
    tpm = np.array([
        [1,  0,  0,  0],
        [0, .5, .5,  0],
        [0, .5, .5,  0],
        [0,  0,  0,  1],
    ])
    with pytest.raises(ValueError):
        validate.tpm(tpm)

예제 #3

def test_validate_tpm_conditional_independence():
    tpm = np.array([
        [1, 0.0, 0.0, 0],
        [0, 0.5, 0.5, 0],
        [0, 0.5, 0.5, 0],
        [0, 0.0, 0.0, 1],
    ])
    with pytest.raises(exceptions.ConditionallyDependentError):
        validate.conditionally_independent(tpm)
    with pytest.raises(exceptions.ConditionallyDependentError):
        validate.tpm(tpm)
    validate.tpm(tpm, check_independence=False)

예제 #4

파일: test_validate.py 프로젝트: Redhwanalgabri/pyphi

def test_validate_tpm_conditional_independence():
    tpm = np.array([
        [1, 0.0, 0.0, 0],
        [0, 0.5, 0.5, 0],
        [0, 0.5, 0.5, 0],
        [0, 0.0, 0.0, 1],
    ])
    with pytest.raises(ValueError):
        validate.conditionally_independent(tpm)
    with config.override(VALIDATE_CONDITIONAL_INDEPENDENCE=False):
        validate.conditionally_independent(tpm)
    with pytest.raises(ValueError):
        validate.tpm(tpm)
    validate.tpm(tpm, check_independence=False)

예제 #5

파일: test_validate.py 프로젝트: wmayner/pyphi

def test_validate_tpm_conditional_independence():
    tpm = np.array([
        [1, 0.0, 0.0, 0],
        [0, 0.5, 0.5, 0],
        [0, 0.5, 0.5, 0],
        [0, 0.0, 0.0, 1],
    ])
    with pytest.raises(ValueError):
        validate.conditionally_independent(tpm)
    with config.override(VALIDATE_CONDITIONAL_INDEPENDENCE=False):
        validate.conditionally_independent(tpm)
    with pytest.raises(ValueError):
        validate.tpm(tpm)
    validate.tpm(tpm, check_independence=False)

예제 #6

파일: test_validate.py 프로젝트: Redhwanalgabri/pyphi

def test_validate_tpm_nonbinary_nodes():
    tpm = np.arange(3 * 3 * 2).reshape(3, 3, 2)
    with pytest.raises(ValueError):
        assert validate.tpm(tpm)

예제 #7

파일: test_validate.py 프로젝트: Redhwanalgabri/pyphi

def test_validate_tpm_wrong_shape():
    tpm = np.arange(3**3).reshape(3, 3, 3)
    with pytest.raises(ValueError):
        assert validate.tpm(tpm)

예제 #8

파일: test_validate.py 프로젝트: B1sounours/pyphi

def test_validate_tpm_nonbinary_nodes():
    tpm = np.arange(3*3*2).reshape(3, 3, 2)
    with pytest.raises(ValueError):
        assert validate.tpm(tpm)

예제 #9

파일: test_validate.py 프로젝트: B1sounours/pyphi

def test_validate_tpm_wrong_shape():
    tpm = np.arange(3**3).reshape(3, 3, 3)
    with pytest.raises(ValueError):
        assert validate.tpm(tpm)