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GeezerVison is showing github.com — python_reference/normalize_data.py at master · wavelets/python_reference Expand file tree/ Copy pathnormalize_data.pyMore file actions 15 lines (13 loc) · 442 Bytes / Copy pathnormalize_data.pyFile metadata and controls15 lines (13 loc) · 442 Bytes 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 # Sebastian Raschka, 03/2014 def normalize_val(x, data_list): """ Normalizes a value to a data list returning a float between 0.0 and 1.0. Returns the original object if value is not a integer or float. """ if isinstance(x, float) or isinstance(x, int): numerator = x - min(data_list) denominator = max(data_list) - min(data_list) return numerator/denominator else: return x |
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