Welcome to Keras Deep Learning on Graphs (Keras-DGL)

The aim of this keras extension is to provide Sequential and Functional API for performing deep learning tasks on graphs. Specifically, Keras-DGL provides implementation for these particular type of layers,

• Graph Convolutional Neural Networks (GraphCNN).
• Graph Attention Convolutional Neural Networks (GraphAttentionCNN).
• Graph Convolutional Recurrent Neural Networks (GraphConvLSTM).
• Graph Capsule Convolutional Recurrent Neural Networks (GraphCapsuleCNN) TBD.
• Graph Message Passing Neural Networks (GraphNeuralNetworks) TBD.
• Keras-DGL also contains implementation of various graph convolutional filters TBD.