An implementation of SimRank and SimRank++ algorithms on both directive graphs and bipartitle graphs, with matrix manipulations to reduce the calculation complexity effectively.
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Updated
Jun 10, 2024 - Python
An implementation of SimRank and SimRank++ algorithms on both directive graphs and bipartitle graphs, with matrix manipulations to reduce the calculation complexity effectively.
1) SimRank (single pair query, parallel all pair computation / dynamic updates) - by Yue Wang (https://github.com/KeithYue) and Yulin Che (https://github.com/CheYulin). 2) top-k version (https://github.com/CheYulin/SimRank/tree/develop) by Yue Wang and Zonghao Feng (https://github.com/unisolate)
This repository provides a Matlab implementation of MP-SimRank, a graph-based framework that models multiple perspective of similarity in the data
python implementations of the recognized link-based similarity measures: SimRank, SimRank*, JacSim, and JPRank.
Python source code of JacSim*, a link-based similarity measure providing a solution to the pairwise normalization problem in SimRank
This project used HIT, PageRank, and SimRank to quantify the link strength within each node
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