This repository hosts the code and data for paper "Reconstructing the evolution history of networked complex systems. Junya Wang, Yi-Jiao Zhang, Cong Xu, Jiaze Li, Jiachen Sun, Jiarong Xie, Ling Feng, Tianshou Zhou, and Yanqing Hu".
The folder code_machine_learning contains code for our machine learning model to generate the reconstructed edge sequence of a given network.
The folder code_link_prediction contains code for link prediction task with and without the restored edge sequence.
The folder network_data contains 17 real-world networks we used in this paper. Each line of the network data represents "source target snapshot"
The folder source_data contains data for figures in the main text of our paper.