An PyTorch implementation of graph neural networks (GCN, GraphSAGE and GAT) that can be simply imported and used.
☆63May 17, 2020Updated 6 years ago
Alternatives and similar repositories for GNNs-easy-to-use
Users that are interested in GNNs-easy-to-use are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Jan 29, 2022Updated 4 years ago
- GraphSAGE and GAT for link prediction.☆96Sep 11, 2019Updated 6 years ago
- [ICLR 2023] Link Prediction with Non-Contrastive Learning☆25Jan 13, 2023Updated 3 years ago
- Official repository for NeurIPS'23 paper: GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation☆17Oct 1, 2023Updated 2 years ago
- 这是GraphSAGE模型在Cora、Citeseer、Pubmed数据集上的复现代码。语言：PyTorch☆27Jan 12, 2021Updated 5 years ago
- 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.
- AAAI'21: Data Augmentation for Graph Neural Networks☆194Apr 24, 2024Updated 2 years ago
- Code for EMNLP 2022 paper "A Unified Encoder-Decoder Framework with Entity Memory"☆15Apr 24, 2023Updated 3 years ago
- [KDD'23] Source codes of "Semi-Supervised Graph Imbalanced Regression"☆22Jun 21, 2025Updated 11 months ago
- Code repo for EMNLP 2023 paper "Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models"☆23Nov 13, 2023Updated 2 years ago
- Code for "Graph Neural Networks for Friend Ranking in Large-scale Social Platforms" (WWW 2021).☆35Apr 18, 2021Updated 5 years ago
- Pre-trained models for our work on Temporal Graph Generation☆19Jun 2, 2021Updated 4 years ago
- Official repository for EMNLP'22 paper: Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering☆23Oct 20, 2022Updated 3 years ago
- Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]☆68Oct 11, 2022Updated 3 years ago
- GNN模型在引文网络数据集上的代码，包括Cora、Citeseer、Pubmed、ogbn-arxiv☆11Mar 2, 2021Updated 5 years ago
- 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.
- Tensorflow implementation of 'Inductive Representation Learning on Large Graphs'☆26May 12, 2019Updated 7 years ago
- Implementation of "Knowing your FATE: Friendship, Action and Temporal Explanations for User Engagement Prediction on Social Apps"☆12Feb 21, 2020Updated 6 years ago
- A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.☆681Oct 3, 2023Updated 2 years ago
- (BESIDE) ``Bridge” Enhanced Signed Directed Network Embedding☆11Dec 22, 2018Updated 7 years ago
- Gradient gating (ICLR 2023)☆55May 11, 2023Updated 3 years ago
- Source code and additional results for GLOD issues☆12Jan 19, 2023Updated 3 years ago
- train 3 GNNs(GCN, GAT, GraphSAGE) on Cora, Citeseer and Pubmed respectively, and compared their performance☆12Jul 12, 2020Updated 5 years ago
- Source code and dataset for TKDE 2019 paper “Trust Relationship Prediction in Alibaba E-Commerce Platform”☆16Jun 4, 2019Updated 6 years ago
- The implementation code for our paper Wasserstein Embedding for Graph Learning (ICLR 2021).☆35Jan 22, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Implementations of Graph Neural Network models in pytorch geometric☆18Jul 22, 2020Updated 5 years ago
- A basic implementation of the paper Eigengame : PCA as a Nash Equilibrium☆21Jun 7, 2021Updated 4 years ago
- Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"☆37Dec 27, 2021Updated 4 years ago
- The source code used for self-supervised taxonomy expansion method GenTaxo, published in KDD 2021.☆32Feb 24, 2022Updated 4 years ago
- LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation ICML_2023☆13Oct 27, 2023Updated 2 years ago
- TNNLS: A Synergistic Approach for Graph Anomaly Detection with Pattern Mining and Feature Learning; CIKM'20: Error-bounded Graph Anomaly …☆42Jul 6, 2023Updated 2 years ago
- code and data for paper "ComFormer: Code Comment Generation via Transformer and Fusion Method-based Hybrid Code Representation" accepted …☆14May 10, 2022Updated 4 years ago
- Official repository for ICLR'23 paper: Multi-task Self-supervised Graph Neural Network Enable Stronger Task Generalization☆38Jan 30, 2023Updated 3 years ago
- data and code for paper "CCGIR: Information Retrieval-based Code Comment Generation Method for Smart Contracts", which accepted in KBS. 智…☆17Apr 24, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- The code for our ICLR paper: StructPool: Structured Graph Pooling via Conditional Random Fields☆56Apr 27, 2020Updated 6 years ago
- The first spoken long-text dataset derived from live streams, designed to reflect the redundancy-rich and conversational nature of real-w…☆12Jun 28, 2025Updated 10 months ago
- the Implementation of "Structural Deep Embedding for Hyper-Networks"（AAA20I8）☆48Feb 25, 2019Updated 7 years ago
- [WSDM 2021]Bipartite Graph Embedding via Mutual Information Maximization☆76Jul 6, 2021Updated 4 years ago
- Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" …☆324Dec 27, 2023Updated 2 years ago
- The PyTorch implementation of Directed Graph Contrastive Learning (DiGCL), NeurIPS-2021☆36Nov 29, 2021Updated 4 years ago
- ☆22Oct 14, 2022Updated 3 years ago