def test_dcae(): """ Tests that DeepComposedAutoencoder calls the Model superclass constructor """ ae = Autoencoder(5, 7, act_enc='tanh', act_dec='cos', tied_weights=True) model = DeepComposedAutoencoder([ae]) model._ensure_extensions()
def test_dcae(): """ Tests that DeepComposedAutoencoder works correctly """ ae = Autoencoder(5, 7, act_enc='tanh', act_dec='cos', tied_weights=True) model = DeepComposedAutoencoder([ae]) model._ensure_extensions() data = np.random.randn(10, 5).astype(config.floatX) model.perform(data)
def test_dcae(): """ Tests that DeepComposedAutoencoder works correctly """ ae = Autoencoder(5, 7, act_enc="tanh", act_dec="cos", tied_weights=True) model = DeepComposedAutoencoder([ae]) model._ensure_extensions() data = np.random.randn(10, 5).astype(config.floatX) model.perform(data)