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rbSparky committed Mar 19, 2024
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3 changes: 2 additions & 1 deletion src/GNNGraphs/transform.jl
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Expand Up @@ -1081,7 +1081,8 @@ ci2t(ci::AbstractVector{<:CartesianIndex}, dims) = ntuple(i -> map(x -> x[i], ci
"""
ppr_diffusion(g::GNNGraph{<:COO_T}; alpha_f32::Float32=0.85f0) -> GNNGraph
Calculates the Personalized PageRank (PPR) diffusion based on the edge weight matrix of a GNNGraph and updates the graph with new edge weights derived from the PPR matrix as introduced in the paper [The pagerank citation ranking: Bringing order to the web](http://ilpubs.stanford.edu:8090/422)
Calculates the Personalized PageRank (PPR) diffusion based on the edge weight matrix of a GNNGraph and updates the graph with new edge weights derived from the PPR matrix.
References paper: [The pagerank citation ranking: Bringing order to the web](http://ilpubs.stanford.edu:8090/422)
The function performs the following steps:
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