In my example, global efficiency was off by ~0.006, modularity by ~0.03, path length b

<div class="snippet-clipboard-content notranslate position-relative overflow-auto" data-snippet-clip
Some measurements return different results under python and matlab,about aestrivex/bctpy

Comments (8)

clbarnes commented on July 3, 2024
Can't upload a file, so enjoy this:
from bctpy.
clbarnes commented on July 3, 2024
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aestrivex commented on July 3, 2024
Its not necessarily a fixable problem. In some cases the results for certain functions are different due to library implementations between python and matlab -- for instance, getting the eigenvalues of a matrix will be similar but nonidentical values in matlab and python which can affect modularity calculations by small quantities.
It is a more pressing problem if the quantities differ more than just a little bit.
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clbarnes commented on July 3, 2024
Yeah, I can see that being the case for modularity because modularity_und does use Newman's spectral algorithm (so it's not worth thinking about). Path length (and by extension, global efficiency) seems like it should be less variable, though. I should just check this error case, though, as there's a possibility I was calling charpath on an adjacency matrix rather than a distance matrix, which would probably return a nonsense value.
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aestrivex commented on July 3, 2024
I agree, I'm not sure why global efficiency should be different off the top of my head. I'll try to set aside some time to debug why global efficiency would differ in matlab and python implementations later this week.
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aestrivex commented on July 3, 2024
The test cases show some (reasonably complex) sample matrices which provide the same results for local and global efficiency.
Can you send me the matrix by email (or https://gate.nmr.mgh.harvard.edu/filedrop2/) that did not have the correct global efficiency?
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aestrivex commented on July 3, 2024
I tried to use the matrix you provided in a comment above. I am not fully sure that I imported it correctly but it did not show a difference between MATLAB and python in global efficiency or characteristic path length.
Please reproduce and clarify.
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clbarnes commented on July 3, 2024
Sorry, been quite busy. I think this may have been resolved by changing the type of rounding, I'm happy for it to be closed.
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Some measurements return different results under python and matlab about bctpy HOT 8 CLOSED

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