├── .gitignore ├── README.md ├── chapter5 ├── GCN_Cora.ipynb ├── GCN_Cora.py └── README.md ├── chapter7 ├── README.md ├── data.py ├── main.py ├── net.py └── sampling.py ├── chapter8 ├── README.md ├── self_attn_pool.ipynb └── self_attn_pool.py ├── chapter9 ├── README.md ├── autoencoder.py ├── dataset.py └── main.py ├── data └── cora │ ├── ind.cora.allx │ ├── ind.cora.ally │ ├── ind.cora.graph │ ├── ind.cora.test.index │ ├── ind.cora.tx │ ├── ind.cora.ty │ ├── ind.cora.x │ └── ind.cora.y └── 勘误.pdf /.gitignore: -------------------------------------------------------------------------------- 1 | .idea 2 | .ipynb_checkpoints 3 | __pycache__ 4 | chapter9/data/ml-100k 5 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/README.md -------------------------------------------------------------------------------- /chapter5/GCN_Cora.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/chapter5/GCN_Cora.ipynb -------------------------------------------------------------------------------- /chapter5/GCN_Cora.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/chapter5/GCN_Cora.py -------------------------------------------------------------------------------- /chapter5/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/chapter5/README.md -------------------------------------------------------------------------------- /chapter7/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/chapter7/README.md -------------------------------------------------------------------------------- /chapter7/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/chapter7/data.py -------------------------------------------------------------------------------- /chapter7/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/chapter7/main.py -------------------------------------------------------------------------------- /chapter7/net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/chapter7/net.py -------------------------------------------------------------------------------- /chapter7/sampling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/chapter7/sampling.py -------------------------------------------------------------------------------- /chapter8/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/chapter8/README.md -------------------------------------------------------------------------------- /chapter8/self_attn_pool.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/chapter8/self_attn_pool.ipynb -------------------------------------------------------------------------------- /chapter8/self_attn_pool.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/chapter8/self_attn_pool.py -------------------------------------------------------------------------------- /chapter9/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/chapter9/README.md -------------------------------------------------------------------------------- /chapter9/autoencoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/chapter9/autoencoder.py -------------------------------------------------------------------------------- /chapter9/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/chapter9/dataset.py -------------------------------------------------------------------------------- /chapter9/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/chapter9/main.py -------------------------------------------------------------------------------- /data/cora/ind.cora.allx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/data/cora/ind.cora.allx -------------------------------------------------------------------------------- /data/cora/ind.cora.ally: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/data/cora/ind.cora.ally -------------------------------------------------------------------------------- /data/cora/ind.cora.graph: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/data/cora/ind.cora.graph -------------------------------------------------------------------------------- /data/cora/ind.cora.test.index: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/data/cora/ind.cora.test.index -------------------------------------------------------------------------------- /data/cora/ind.cora.tx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/data/cora/ind.cora.tx -------------------------------------------------------------------------------- /data/cora/ind.cora.ty: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/data/cora/ind.cora.ty -------------------------------------------------------------------------------- /data/cora/ind.cora.x: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/data/cora/ind.cora.x -------------------------------------------------------------------------------- /data/cora/ind.cora.y: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/data/cora/ind.cora.y -------------------------------------------------------------------------------- /勘误.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/FighterLYL/GraphNeuralNetwork/HEAD/勘误.pdf --------------------------------------------------------------------------------