From 8b76ec02d6249aa52ba5eadf3c9d7eb9a01f7d71 Mon Sep 17 00:00:00 2001
From: Farid Mohammadi <farid.mohammadi@iws.uni-stuttgart.de>
Date: Tue, 31 Mar 2020 09:53:43 +0200
Subject: [PATCH] [PostProcessing] adapted the Diagnostic plots to show the
errors for all outputs less transparent in addition to the mean.
---
BayesValidRox/PostProcessing/PostProcessing.py | 15 ++++++++++++++-
1 file changed, 14 insertions(+), 1 deletion(-)
diff --git a/BayesValidRox/PostProcessing/PostProcessing.py b/BayesValidRox/PostProcessing/PostProcessing.py
index a0a0ca30a..36c0baf3a 100644
--- a/BayesValidRox/PostProcessing/PostProcessing.py
+++ b/BayesValidRox/PostProcessing/PostProcessing.py
@@ -745,9 +745,22 @@ class PostProcessing:
else:
plotLabel = plot
SeqValues = np.nan_to_num(SeqValues)
+
+ # Plot the error evolution for each output
+ for i in range(SeqValues.shape[1]):
+ plt.semilogy(x_idx, SeqValues.mean(axis=1), marker=markers[idx],
+ ls='--', lw=2, color=colors[idx], alpha=0.25)
+
+ # plt.fill_between(x_idx, SeqValues.mean(axis=1)-2*np.std(SeqValues,axis=1),
+ # SeqValues.mean(axis=1)+2*np.std(SeqValues,axis=1), color=colors[idx],alpha=0.15)
+
+
plt.semilogy(x_idx, SeqValues.mean(axis=1), marker=markers[idx],
ls='--', lw=2, color=colors[idx], label=name.split("_rep",1)[0])
-
+
+
+
+
plt.xticks(x_idx)
plt.xlabel('Number of runs')
plt.ylabel(plotLabel)
--
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