Actually I need to learn how to compare, influence spread, time with seed size and threshold of various popular algorithms:
-random, DC, CELF, CELF++, High degree, Page rank, LT, IC, etc.
Please help me!!!
Hi Ashis,
There are certainly Python implementations of PageRank (ex. https://gist.github.com/diogojc/1338222, https://github.com/ashkonf/PageRank) that you can use.
You can probably also find implementations of the other algorithms you mention. However, there is a inherent problem with anything you use that you either don't develop yourself or does not come as a widely used library: you must verify that (a) the implementation is correct and (b) there are no implementation-specific assumptions that may affect how the algorithm works. Both of these problems are sometimes more labor-intensive than developing the implementation on your own (still need to verify but at least you know what assumptions you are making).
Hope this helps!
Hi Ashis,
There are certainly Python implementations of PageRank (ex. https://gist.github.com/diogojc/1338222, https://github.com/ashkonf/PageRank) that you can use.
You can probably also find implementations of the other algorithms you mention. However, there is a inherent problem with anything you use that you either don't develop yourself or does not come as a widely used library: you must verify that (a) the implementation is correct and (b) there are no implementation-specific assumptions that may affect how the algorithm works. Both of these problems are sometimes more labor-intensive than developing the implementation on your own (still need to verify but at least you know what assumptions you are making).
Hope this helps!
Hi Ashis,
Actually you can easily find numerous simulation code of Influence Maximization in Github.
Some of them are listed here:
https://github.com/nd7141/influence-maximization
https://github.com/Gibbsdavidl/miergolf
https://github.com/avkumar/influence_maximization
https://github.com/zhuxiang/influence_efficiency_maximization
https://github.com/CS290-CUPer/Influence-Maximization-Problem
https://github.com/doinab/SN-influence-maximization
https://github.com/altugkarakurt/OCIMP
https://github.com/MathieuWen/InfluenceMaximization-HSA
Good luck
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