def test__setdefault_in_kwargs(self):
# Setup
sequential = Sequential(None, None, None, None)
# Run
kwargs = {'input_shape': [100, 1]}
sequential._setdefault(kwargs, 'input_shape', 'whatever')
# Assert
assert kwargs['input_shape'] == [100, 1]
def test__setdefault_not_none(self):
# Setup
sequential = Sequential(None, None, None, None, input_shape=[100, 1])
# Run
kwargs = dict()
sequential._setdefault(kwargs, 'input_shape', 'whatever')
# Assert
assert kwargs == dict()
def test__setdefault_none(self):
# Setup
sequential = Sequential(None, None, None, None, input_shape=None)
# Run
kwargs = dict()
sequential._setdefault(kwargs, 'input_shape', [100, 1])
# Assert
assert kwargs == {'input_shape': [100, 1]}
def test__setdefault_not_in_hyperparameters(self):
# Setup
sequential = Sequential(None, None, None, None)
# Run
kwargs = dict()
sequential._setdefault(kwargs, 'input_shape', 'whatever')
# Assert
assert kwargs == dict()
def test__augment_hyperparameters_3d_numpy(self):
# Setup
sequential = Sequential(None, None, None, None, input_shape=None)
# Run
kwargs = dict()
X = np.array([
[[1, 2, 3, 4], [1, 2, 3, 4], [1, 2, 3, 4]],
[[1, 2, 3, 4], [1, 2, 3, 4], [1, 2, 3, 4]],
])
Sequential._augment_hyperparameters(sequential, X, 'input', kwargs)
# Assert
assert kwargs == {'input_shape': (3, 4)}