metadata
license: mit
please use the following code to load data:
# start data loading
!git lfs install
!git clone https://huggingface.co/datasets/nlp-guild/non-linear-classification
def load_dataset(path='dataset.npy'):
"""
:return:
f_and_xs: numpy array of size [sample_number, channels, sample_length]
label_0, label_1, label_2: one-hot encodes of size [sample_number, number_bins]
"""
r = np.load(path, allow_pickle=True).item()
f_and_xs = r['f_and_xs']
label_0 = r['l_0']
label_1 = r['l_1']
label_2 = r['l_2']
return f_and_xs, label_0, label_1, label_2
f_and_xs, label_0, label_1, label_2 = load_dataset('/content/Nonlinear-System-Identification-with-Deep-Learning/dataset.npy')
# end data loading