From 7abcf11ad45fa40e15695af1c6793034696b6e62 Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Fri, 5 Aug 2022 10:51:57 -0500
Subject: [PATCH] add denorm method
---
modules/util/util.py | 17 +++++++++++++++++
1 file changed, 17 insertions(+)
diff --git a/modules/util/util.py b/modules/util/util.py
index 7a5d5c7a..ff143ec4 100644
--- a/modules/util/util.py
+++ b/modules/util/util.py
@@ -408,6 +408,23 @@ def normalize(data, param, mean_std_dict, add_noise=False, noise_scale=1.0, seed
return data
+def denormalize(data, param, mean_std_dict):
+
+ if mean_std_dict.get(param) is None:
+ return data
+
+ shape = data.shape
+ data = data.flatten()
+
+ mean, std, lo, hi = mean_std_dict.get(param)
+ data *= std
+ data += mean
+
+ data = np.reshape(data, shape)
+
+ return data
+
+
def scale(data, param, mean_std_dict):
if mean_std_dict.get(param) is None:
--
GitLab