Bag of Tricks for Graph Neural Networks.
☆298Jul 19, 2024Updated last year
Alternatives and similar repositories for gtrick
Users that are interested in gtrick are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyGCL: A PyTorch Library for Graph Contrastive Learning☆958Feb 17, 2026Updated last month
- PyTorch implementation of BGRL (https://arxiv.org/abs/2102.06514)☆88Aug 27, 2023Updated 2 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,715Feb 2, 2024Updated 2 years ago
- ☆137Aug 14, 2023Updated 2 years ago
- A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)☆124Nov 15, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code of "Breaking the Limits of Message Passing Graph Neural Networks" paper published in ICML2021☆42Jun 10, 2021Updated 4 years ago
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆270Dec 4, 2024Updated last year
- Revisiting, benchmarking, and refining Heterogeneous Graph Neural Networks.☆339Jul 28, 2023Updated 2 years ago
- CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)☆1,818Feb 1, 2024Updated 2 years ago
- [NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang…☆625Jul 17, 2024Updated last year
- The code of paper "Block Modeling-Guided Graph Convolutional Neural Networks".☆34Dec 21, 2021Updated 4 years ago
- Bags of Tricks in OGB (node classification) with GCNs.☆37Aug 11, 2021Updated 4 years ago
- Papers about graph transformers.☆922Mar 19, 2025Updated last year
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,076May 6, 2025Updated 10 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Schedule for learning on graphs seminar☆109Sep 17, 2023Updated 2 years ago
- A curated list of graph data augmentation papers.☆312Apr 17, 2024Updated last year
- Official Pytorch code for Structure-Aware Transformer.☆262Feb 21, 2023Updated 3 years ago
- [WWW 2021 GLB] New Benchmarks for Learning on Non-Homophilous Graphs☆115Nov 14, 2021Updated 4 years ago
- Subgraph Neural Networks (NeurIPS 2020)☆202Mar 5, 2021Updated 5 years ago
- This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.☆963Sep 22, 2025Updated 6 months ago
- GLASS: GNN with Labeling Tricks for Subgraph Representation Learning☆31Dec 10, 2022Updated 3 years ago
- This repo contains a reference implementation for the paper "Breaking the Limit of Graph Neural Networks by Improving the Assortativity o…☆32Dec 2, 2021Updated 4 years ago
- links to conference publications in graph-based deep learning☆5,039Feb 7, 2026Updated last month
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,256Jul 31, 2025Updated 7 months ago
- Papers about developing deep Graph Neural Networks (GNNs)☆295Mar 29, 2023Updated 2 years ago
- [NeurIPS 2021] Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods☆125Jul 22, 2022Updated 3 years ago
- Repository for benchmarking graph neural networks (JMLR 2023)☆2,651Jun 22, 2023Updated 2 years ago
- Source code for From Stars to Subgraphs (ICLR 2022)☆72Mar 27, 2024Updated 2 years ago
- A library for graph deep learning research☆2,003Jul 15, 2024Updated last year
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆165Nov 28, 2023Updated 2 years ago
- "Rethinking Graph Neural Networks for Anomaly Detection" in ICML 2022☆200Jun 25, 2024Updated last year
- The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classifica…☆313Mar 4, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ICML 2022, Finding Global Homophily in Graph Neural Networks When Meeting Heterophily☆46Jul 25, 2022Updated 3 years ago
- Papers about out-of-distribution generalization on graphs.☆168Jun 5, 2023Updated 2 years ago
- Deep Graph Infomax (https://arxiv.org/abs/1809.10341)☆665Nov 1, 2022Updated 3 years ago
- A Deep Graph-based Toolbox for Fraud Detection☆750Apr 20, 2022Updated 3 years ago
- Largest realworld open-source graph dataset - Worked done under IBM-Illinois Discovery Accelerator Institute and Amazon Research Awards a…☆86Jun 16, 2025Updated 9 months ago
- Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022☆267Feb 10, 2022Updated 4 years ago
- [NeurIPS 2021]: Improve the GNN expressivity and scalability by decoupling the depth and receptive field of state-of-the-art GNN architec…☆135Mar 18, 2022Updated 4 years ago