├── .gitignore ├── LICENSE ├── README.md ├── data ├── ARISEN_SBMS │ ├── graph0.pkl │ ├── graph1.pkl │ ├── graph10.pkl │ ├── graph11.pkl │ ├── graph12.pkl │ ├── graph13.pkl │ ├── graph14.pkl │ ├── graph15.pkl │ ├── graph16.pkl │ ├── graph17.pkl │ ├── graph18.pkl │ ├── graph19.pkl │ ├── graph2.pkl │ ├── graph3.pkl │ ├── graph4.pkl │ ├── graph5.pkl │ ├── graph6.pkl │ ├── graph7.pkl │ ├── graph8.pkl │ └── graph9.pkl ├── interact │ ├── ia-crime-moreno.pkl │ ├── ia-enron-only.pkl │ ├── ia-infect-dublin.pkl │ ├── ia-infect-hyper.pkl │ ├── rt-twitter-copen.pkl │ ├── rt_voteonedirection.pkl │ └── soc-wiki-Vote.pkl ├── mammal │ ├── bhp.pkl │ ├── kcs.pkl │ ├── plj.pkl │ └── rob.pkl ├── netscience │ └── netscience.pkl ├── rand_data │ ├── rand_100.pkl │ ├── rand_200.pkl │ ├── rand_50.pkl │ └── rand_500.pkl └── rt │ ├── assad.pkl │ ├── copen.pkl │ ├── damascus.pkl │ ├── israel.pkl │ ├── obama.pkl │ ├── occupy.pkl │ ├── tlot.pkl │ └── voteonedirection.pkl ├── diffpool ├── README.md ├── encoders.py ├── set2set.py └── utils.py ├── expts ├── change_baseline.py ├── gendata.py ├── gengraph.py ├── graphembed.py ├── influence.py └── net_env.py ├── ge ├── __init__.py ├── alias.py ├── classify.py ├── models │ ├── __init__.py │ ├── deepwalk.py │ ├── line.py │ ├── node2vec.py │ ├── sdne.py │ └── struc2vec.py ├── utils.py └── walker.py ├── icm.py ├── rl_alg ├── dqn.py ├── replay.py └── utils.py ├── test_sz.py ├── train.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/README.md -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph0.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph0.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph1.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph1.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph10.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph10.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph11.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph11.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph12.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph12.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph13.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph13.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph14.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph14.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph15.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph15.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph16.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph16.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph17.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph17.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph18.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph18.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph19.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph19.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph2.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph2.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph3.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph3.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph4.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph4.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph5.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph5.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph6.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph6.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph7.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph7.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph8.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph8.pkl -------------------------------------------------------------------------------- /data/ARISEN_SBMS/graph9.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/ARISEN_SBMS/graph9.pkl -------------------------------------------------------------------------------- /data/interact/ia-crime-moreno.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/interact/ia-crime-moreno.pkl -------------------------------------------------------------------------------- /data/interact/ia-enron-only.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/interact/ia-enron-only.pkl -------------------------------------------------------------------------------- /data/interact/ia-infect-dublin.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/interact/ia-infect-dublin.pkl -------------------------------------------------------------------------------- /data/interact/ia-infect-hyper.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/interact/ia-infect-hyper.pkl -------------------------------------------------------------------------------- /data/interact/rt-twitter-copen.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/interact/rt-twitter-copen.pkl -------------------------------------------------------------------------------- /data/interact/rt_voteonedirection.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/interact/rt_voteonedirection.pkl -------------------------------------------------------------------------------- /data/interact/soc-wiki-Vote.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/interact/soc-wiki-Vote.pkl -------------------------------------------------------------------------------- /data/mammal/bhp.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/mammal/bhp.pkl -------------------------------------------------------------------------------- /data/mammal/kcs.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/mammal/kcs.pkl -------------------------------------------------------------------------------- /data/mammal/plj.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/mammal/plj.pkl -------------------------------------------------------------------------------- /data/mammal/rob.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/mammal/rob.pkl -------------------------------------------------------------------------------- /data/netscience/netscience.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/netscience/netscience.pkl -------------------------------------------------------------------------------- /data/rand_data/rand_100.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/rand_data/rand_100.pkl -------------------------------------------------------------------------------- /data/rand_data/rand_200.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/rand_data/rand_200.pkl -------------------------------------------------------------------------------- /data/rand_data/rand_50.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/rand_data/rand_50.pkl -------------------------------------------------------------------------------- /data/rand_data/rand_500.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/rand_data/rand_500.pkl -------------------------------------------------------------------------------- /data/rt/assad.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/rt/assad.pkl -------------------------------------------------------------------------------- /data/rt/copen.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/rt/copen.pkl -------------------------------------------------------------------------------- /data/rt/damascus.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/rt/damascus.pkl -------------------------------------------------------------------------------- /data/rt/israel.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/rt/israel.pkl -------------------------------------------------------------------------------- /data/rt/obama.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/rt/obama.pkl -------------------------------------------------------------------------------- /data/rt/occupy.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/rt/occupy.pkl -------------------------------------------------------------------------------- /data/rt/tlot.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/rt/tlot.pkl -------------------------------------------------------------------------------- /data/rt/voteonedirection.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/data/rt/voteonedirection.pkl -------------------------------------------------------------------------------- /diffpool/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/diffpool/README.md -------------------------------------------------------------------------------- /diffpool/encoders.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/diffpool/encoders.py -------------------------------------------------------------------------------- /diffpool/set2set.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/diffpool/set2set.py -------------------------------------------------------------------------------- /diffpool/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/diffpool/utils.py -------------------------------------------------------------------------------- /expts/change_baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/expts/change_baseline.py -------------------------------------------------------------------------------- /expts/gendata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/expts/gendata.py -------------------------------------------------------------------------------- /expts/gengraph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/expts/gengraph.py -------------------------------------------------------------------------------- /expts/graphembed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/expts/graphembed.py -------------------------------------------------------------------------------- /expts/influence.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/expts/influence.py -------------------------------------------------------------------------------- /expts/net_env.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/expts/net_env.py -------------------------------------------------------------------------------- /ge/__init__.py: -------------------------------------------------------------------------------- 1 | from .models import * -------------------------------------------------------------------------------- /ge/alias.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/ge/alias.py -------------------------------------------------------------------------------- /ge/classify.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/ge/classify.py -------------------------------------------------------------------------------- /ge/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/ge/models/__init__.py -------------------------------------------------------------------------------- /ge/models/deepwalk.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/ge/models/deepwalk.py -------------------------------------------------------------------------------- /ge/models/line.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/ge/models/line.py -------------------------------------------------------------------------------- /ge/models/node2vec.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/ge/models/node2vec.py -------------------------------------------------------------------------------- /ge/models/sdne.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/ge/models/sdne.py -------------------------------------------------------------------------------- /ge/models/struc2vec.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/ge/models/struc2vec.py -------------------------------------------------------------------------------- /ge/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/ge/utils.py -------------------------------------------------------------------------------- /ge/walker.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/ge/walker.py -------------------------------------------------------------------------------- /icm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/icm.py -------------------------------------------------------------------------------- /rl_alg/dqn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/rl_alg/dqn.py -------------------------------------------------------------------------------- /rl_alg/replay.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/rl_alg/replay.py -------------------------------------------------------------------------------- /rl_alg/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/rl_alg/utils.py -------------------------------------------------------------------------------- /test_sz.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/test_sz.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/train.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kage08/graph_sample_rl/HEAD/utils.py --------------------------------------------------------------------------------