Created
June 2, 2022 18:19
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| def standardize_data(signal, min_data, max_data, range_needed=(-1,1)): | |
| if min_data < 0: | |
| signal_std = (signal + abs(min_data)) / (max_data + abs(min_data)) | |
| else: | |
| signal_std = (signal - min_data) / (max_data - min_data) | |
| if range_needed[0] < 0: | |
| return signal_std * (range_needed[1] + abs(range_needed[0])) + range_needed[0] | |
| else: | |
| return signal_std * (range_needed[1] - range_needed[0]) + range_needed[0] |
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