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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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```python |
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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/non-linear-classification |
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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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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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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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``` |
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