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TempNodeEmbed/TempNodeEmbed++

A Novel Temporal Network-Embedding Algorithm for Link Prediction in Dynamic Networks.

Please extract the two files (src.rar and data.rar) in the same directory and run the main.py

Keywords: DynamicNodeEmbedding, GraphRepresentationLearning, Dynamic Protein-protein interaction prediction.

Please cite the following paper if you use this code.

  1. Abbas, Khushnood, Alireza Abbasi, Shi Dong, Ling Niu, Liyong Chen, and Bolun Chen. 2023. "A Novel Temporal Network-Embedding Algorithm for Link Prediction in Dynamic Networks" Entropy 25, no. 2: 257. https://doi.org/10.3390/e25020257.

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Requirements pip install pthon>=3.6 networkx==2.3 tensorflow=1.14.0 numpy==1.19.5 tqdm==4.40.0 pandas==1.3.2 Keras==2.3.1 matplotlib==3.5.2 torch==1.9.0 node2vec==0.4.3 sklearn==0.0