lbq8942 / NPP

The source code for "Cumulative Hazard Function Based Efficient Multivariate Temporal Point Process Learning"

The source code of paper "DeEr: A Dependency Learning Framework For Event Sequence Modelling".

1.Dataset

Six datasets are available at here. Download and put them in folder data.

2.Running

Before running the following command, modify the parameter "pro_path" in args.py as your NPP path.

python main.py   --data hawkes_ind  --gpu 1 --flownum 2 --bs 64 --patience 10 --hdim 256 
python main.py   --data hawkes_dep1  --gpu 1 --flownum 4  --bs 256 --patience 20 --hdim 256 
python main.py   --data hawkes_dep_m3  --gpu 1 --flownum 5 --flowlen 1  --bs 64 --patience 10 --hdim 256 
python main.py --data hawkes_dep_m5   --gpu 1  --map 0 --flownum 5 --flowlen 1  --bs 10 --patience 10 --hdim 256
python main.py  --data stack_overflow   --gpu 1 --basis 1 –map 1 --flownum 4 --flowlen 1  --bs 64 --patience 10 --hdim 256 
python main.py  --data mooc --gpu 1 --map 2 --flownum 4 --flowlen 1  --bs 64 --patience 10 --hdim 256