diff --git a/modules/util/util.py b/modules/util/util.py index 4174a605c7beca9b0515352464f0cadf31876f17..0b6c36c93cd1b0385623c90ae3e65ad69882b389 100644 --- a/modules/util/util.py +++ b/modules/util/util.py @@ -519,6 +519,32 @@ def scale(data, param, mean_std_dict, copy=True): return data +def descale(data, param, mean_std_dict, copy=True): + if copy: + data = data.copy() + + if mean_std_dict.get(param) is None: + return data + + shape = data.shape + data = data.flatten() + + _, _, lo, hi = mean_std_dict.get(param) + + data *= (hi - lo) + data += lo + + data -= lo + data /= (hi - lo) + + not_valid = np.isnan(data) + data[not_valid] = 0 + + data = np.reshape(data, shape) + + return data + + def scale2(data, lo, hi, copy=True): if copy: data = data.copy()