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