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.

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