What link prediction method is used by the sample code in the linkpred folder

Echo-pt commented 1 year ago

rafguns commented 1 year ago

What sample code are you referring to?

Echo-pt commented 1 year ago

I would like to ask about the code in the Linkpred folder in this image

rafguns commented 1 year ago

Hi, linkpred provides you with a set of methods for predicting and evaluating. Which ones you use and how is up to you, so it is not typical "sample code" in that sense.

That being said, the package currently implements the following link prediction methods (look around in https://github.com/rafguns/linkpred/tree/master/linkpred/predictors):

rooted PageRank
SimRank
community
Adamic/Adar
Association strength
Common neighbours
Cosine
Degree product
Jaccard
Max overlap
Min overlap
N measure
Pearson
Resource allocation
Graph distance
Katz
(plus two baseline methods: copy and random)

Most of these are described in any base text on link prediction, suh as the seminal paper by Liben-Nowell and Kleinberg.

rafguns commented 1 year ago

I think this can be closed? Please reopen if this is not properly answered/resolved.

rafguns / linkpred

What link prediction method is used by the sample code in the linkpred folder #40