python类skipgrams()的实例源码

def test_skipgrams():
    # test with no window size and binary labels
    couples, labels = skipgrams(np.arange(3), vocabulary_size=3)
    for couple in couples:
        assert couple[0] in [0, 1, 2] and couple[1] in [0, 1, 2]

    # test window size and categorical labels
    couples, labels = skipgrams(np.arange(5), vocabulary_size=5, window_size=1,
                                categorical=True)
    for couple in couples:
        assert couple[0] - couple[1] <= 3
    for l in labels:
        assert len(l) == 2

def test_skipgrams():
    # test with no window size and binary labels
    couples, labels = skipgrams(np.arange(3), vocabulary_size=3)
    for couple in couples:
        assert couple[0] in [0, 1, 2] and couple[1] in [0, 1, 2]

    # test window size and categorical labels
    couples, labels = skipgrams(np.arange(5), vocabulary_size=5, window_size=1,
                                categorical=True)
    for couple in couples:
        assert couple[0] - couple[1] <= 3
    for l in labels:
        assert len(l) == 2

def test_skipgrams():
    # test with no window size and binary labels
    couples, labels = skipgrams(np.arange(3), vocabulary_size=3)
    for couple in couples:
        assert couple[0] in [0, 1, 2] and couple[1] in [0, 1, 2]

    # test window size and categorical labels
    couples, labels = skipgrams(np.arange(5), vocabulary_size=5, window_size=1,
                                categorical=True)
    for couple in couples:
        assert couple[0] - couple[1] <= 3
    for l in labels:
        assert len(l) == 2