def test_manifold_LLE(): train_set, valid_set, test_set = read_dataset(dataset_name='dataset_simulation_zero_iterations.csv') dataset, result = train_set dataset = get_gaussian_normalization(dataset) dataset = get_LLE(dataset, num_components=2, n_neighbors=80) assert dataset is not None
def test_scaling_gaussian(): train_set, valid_set, test_set = read_dataset(dataset_name='dataset_simulation_zero_iterations.csv') dataset, result = train_set dataset = get_gaussian_normalization(dataset) assert dataset is not None