320 Open source projects that are alternatives of or similar to SiGAT

Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)

Probabilistic Type Inference using Graph Neural Networks

Graph-based machine learning for chemical property prediction

Representation Learning on Graphs with Jumping Knowledge Networks

Quaternion Graph Neural Networks (ACML 2021) (Pytorch and Tensorflow)

The PyTorch implementation of Directed Graph Contrastive Learning (DiGCL), NeurIPS-2021

Message Passing Neural Networks for Simplicial and Cell Complexes

A curated list of awesome graph & self-supervised-learning-based recommendation.

Locally Private Graph Neural Networks (ACM CCS 2021)

🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba 来自阿里巴巴的一站式大规模图计算系统 图分析 图查询 图机器学习

Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" (ICLR 2020, spotlight)

Tutorials for Machine Learning on Graphs

A spherical CNN for weather forecasting

[ICLR 2021] How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision

Reimplementation of Graph Embedding methods by Pytorch.

An index of recommendation algorithms that are based on Graph Neural Networks.

AAAI'21: Data Augmentation for Graph Neural Networks

Awesome Graph Self-Supervised Learning

A Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).

Pytorch differentiable molecular dynamics