Fast Discourse Parser to find latent Rhetorical STructure (RST) in text.

Platform for designing and evaluating Graph Neural Networks (GNN)

Protein Graph Library

KDD CUP 2020 Automatic Graph Representation Learning: 1st Place Solution

A knowledge graph and a set of tools for drug repurposing

Strategies for Pre-training Graph Neural Networks

Docker container for running PyTorch scripts to train and host PyTorch models on SageMaker

An open-source benchmark for graph machine learning

A tensorflow implementation of GCN-LPA

Template-free prediction of organic reaction outcomes

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

Message Passing Neural Networks for Molecule Property Prediction

Materials for DGL Instructor-led training at GTC 2019

Heterogeneous Graph Neural Network

Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

Learning Multimodal Graph-to-Graph Translation for Molecular Optimization (ICLR 2019)

Molecular De Novo design using Recurrent Neural Networks and Reinforcement Learning