Python dropout Examples

Example #1

File: test_dropout.py Project: overgter/neural-fingerprint-in-GNN

def test_no_dropout_has_no_effect():
    weights = npr.randn(1000)
    dropout_weights = dropout(weights, 0, npr.RandomState(0))
    assert np.allclose(weights, dropout_weights)

Example #2

File: test_dropout.py Project: EricTing/neural-fingerprint

def test_dropout_has_effect():
    weights = npr.randn(1000)
    dropout_weights = dropout(weights, 0.5, npr.RandomState(0))
    assert not np.allclose(weights, dropout_weights)

Example #3

File: test_dropout.py Project: overgter/neural-fingerprint-in-GNN

def test_dropout_everything():
    weights = npr.randn(100)
    dropout_weights = dropout(weights, 0.99999, npr.RandomState(0))
    assert np.allclose(dropout_weights, np.zeros(len(weights)))

Example #4

File: test_dropout.py Project: EricTing/neural-fingerprint

def test_dropout_everything():
    weights = npr.randn(100)
    dropout_weights = dropout(weights, 0.99999, npr.RandomState(0))
    assert np.allclose(dropout_weights, np.zeros(len(weights)))