From ecc3efad0291c8f39fd786ad2d8a74e4a350257b Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Sat, 17 Apr 2021 09:57:27 -0500
Subject: [PATCH] snapshot...
---
modules/icing/pirep_goes.py | 15 +++++++++++++++
1 file changed, 15 insertions(+)
diff --git a/modules/icing/pirep_goes.py b/modules/icing/pirep_goes.py
index c659876b..86699d55 100644
--- a/modules/icing/pirep_goes.py
+++ b/modules/icing/pirep_goes.py
@@ -1244,6 +1244,21 @@ def split_data(num_obs, perc=0.2, skip=1, shuffle=True):
return train_idxs[::skip], test_idxs[::skip]
+def normalize(data, param, mean_std_dict):
+
+ if mean_std_dict.get(param) is None:
+ return data
+
+ mean, std = mean_std_dict.get(param)
+ data -= mean
+ data /= std
+
+ not_valid = np.invert(np.isnan(data))
+ data[not_valid] = 0
+
+ return data
+
+
def test(filename, skip=1):
h5f = h5py.File(filename, 'r')
time = h5f['time']
--
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