VItamin-and-Bilby-with-Different-Noises.md

@@ -199,7 +199,7 @@ JSD = 0.2937
 Lack of Marginalization of distance, phase and time reduces the consistency of results further.     
 
 # 5. Test with Python file      
-## (1) Fast tutorial for 4 parameters.     
+## (1) Fast tutorial using dynesty sampler.     
 The result still can't be reproduced exactly the same. All the files are uploaded here:     
 https://gilsay.physics.gla.ac.uk/gitlab/wei.changfeng/weichangfeng_project/tree/master/2021_05/test_1
 https://gilsay.physics.gla.ac.uk/gitlab/wei.changfeng/weichangfeng_project/tree/master/2021_05/test_2
@@ -209,4 +209,13 @@ Though they produced the same number of samples this time, I checked the first t
 ![corner1](uploads/5c4fb50dbd6d6a4ade2dfcd78f417ad9/corner1.png)      
 ### (i) test 2           
 ![test2](uploads/db55b617fe1a2b00080c0c78f1fe3d27/test2.png)      
-![corner2](uploads/72e14dc47db3e55b95182f4a99b1fc5a/corner2.png)
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+![corner2](uploads/72e14dc47db3e55b95182f4a99b1fc5a/corner2.png)      
+## (2) Fast tutorial using cpnest sampler.     
+The result still can't be reproduced exactly the same. All the files are uploaded here:     
+https://gilsay.physics.gla.ac.uk/gitlab/wei.changfeng/weichangfeng_project/tree/master/2021_05/test_cpnest_1      
+https://gilsay.physics.gla.ac.uk/gitlab/wei.changfeng/weichangfeng_project/tree/master/2021_05/test_cpnest_2      
+They produced the different number of samples. I checked the first ten lines of the sample files and they are not the same.      
+### (i) test 1      
+![corner_cpn_1](uploads/f1df89d85618e3a74432b06333aad372/corner_cpn_1.png)     
+### (i) test 2           
+![corner_cpn_2](uploads/81c603af077b79714bfd0dbbf8fcd384/corner_cpn_2.png)     
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