Source code for "Directed Acyclic Graph Structure Learning from Dynamic Graphs"

pip install -r requirements.txt

GraphNOTEARS_syn_p_1 is the dir for the one time-lagged experiments, shown in Figure 4 and 5.

GraphNOTEARS_syn_p_2 is the dir for the two time-lagged experiments, shown in Figure 3.

python run.py

@inproceedings{

author = {Shaohua Fan, Shuyang Zhang, Xiao Wang, Chuan Shi},

title = {Directed Acyclic Graph Structure Learning from Dynamic Graphs},

booktitle = {AAAI},

year = {2023}

}