def test_keys_dictionary():
ogdlr_keys = ogdlr_after.keys()
ftrl_keys = ftrl_after.keys()
assert ogdlr_keys == ftrl_keys
known_keys = set(['BIAS', 'weather__rainy', 'weather__sunny',
'temperature__cold', 'temperature__warm'])
assert known_keys <= set(ftrl_keys)
def test_weights():
ogdlr_weights = ogdlr_after.weights()
ftrl_weights = ftrl_after.weights()
hash_keys = [mmh(key, seed=SEED) % NDIMS for key in ftrl_after.keys()]
hash_weights = hash_after._get_w(hash_keys)
assert np.allclose(ogdlr_weights, ftrl_weights)
assert np.allclose(hash_weights, ftrl_weights)
def test_weights():
ogdlr_weights = ogdlr_after.weights()
ftrl_weights = ftrl_after.weights()
hash_keys = [mmh(key, seed=SEED) % NDIMS for key in ftrl_after.keys()]
hash_weights = hash_after._get_w(hash_keys)
assert np.allclose(ogdlr_weights, ftrl_weights)
assert np.allclose(hash_weights, ftrl_weights)
def test_keys_dictionary():
ogdlr_keys = ogdlr_after.keys()
ftrl_keys = ftrl_after.keys()
assert ogdlr_keys == ftrl_keys
known_keys = set([
'BIAS', 'weather__rainy', 'weather__sunny', 'temperature__cold',
'temperature__warm'
])
assert known_keys <= set(ftrl_keys)