├── README.md ├── data └── README.md ├── embedder.py ├── evaluate.py ├── layers ├── __init__.py ├── discriminator.py └── gcn.py ├── main.py ├── models ├── __init__.py ├── hdi.py ├── hdmi.py └── logreg.py ├── requirements.txt └── utils ├── __init__.py └── process.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/baoyujing/HDMI/HEAD/README.md -------------------------------------------------------------------------------- /data/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/baoyujing/HDMI/HEAD/data/README.md -------------------------------------------------------------------------------- /embedder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/baoyujing/HDMI/HEAD/embedder.py -------------------------------------------------------------------------------- /evaluate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/baoyujing/HDMI/HEAD/evaluate.py -------------------------------------------------------------------------------- /layers/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/baoyujing/HDMI/HEAD/layers/__init__.py -------------------------------------------------------------------------------- /layers/discriminator.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/baoyujing/HDMI/HEAD/layers/discriminator.py -------------------------------------------------------------------------------- /layers/gcn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/baoyujing/HDMI/HEAD/layers/gcn.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/baoyujing/HDMI/HEAD/main.py -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/baoyujing/HDMI/HEAD/models/__init__.py -------------------------------------------------------------------------------- /models/hdi.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/baoyujing/HDMI/HEAD/models/hdi.py -------------------------------------------------------------------------------- /models/hdmi.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/baoyujing/HDMI/HEAD/models/hdmi.py -------------------------------------------------------------------------------- /models/logreg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/baoyujing/HDMI/HEAD/models/logreg.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | networkx==2.5.1 2 | numpy==1.19.5 3 | scikit-learn==0.24.1 4 | tqdm==4.60.0 5 | -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/process.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/baoyujing/HDMI/HEAD/utils/process.py --------------------------------------------------------------------------------