手写了卷积神经网络内核，来处理图上的节点分类与链路预测任务，在三个数据集cora,citeseer,ppi上进行试验，并分析了自环、层数、DropEdge、PairNorm、激活函数等因素对模型的分类和预测性能的影响。
☆15May 10, 2023Updated 3 years ago
Alternatives and similar repositories for DL_GCN
Users that are interested in DL_GCN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- g2-MLP: State-of-the-Art Model for Node Classification on Graphs (PPI Dataset)☆10Nov 12, 2022Updated 3 years ago
- PilotFish harvests the free GPU cycles of cloud gaming with deep learning training☆14Jul 2, 2022Updated 4 years ago
- Language Models for Code Completion: a Practical Evaluation☆13Jan 19, 2024Updated 2 years ago
- the source code of IJCAI 2023 paper "Multi-Scale subgraph contrastive learning"☆11Apr 25, 2023Updated 3 years ago
- Reproducing R1 for Code with Reliable Rewards☆13Apr 9, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆13Jul 12, 2022Updated 4 years ago
- Network Together: Node Classification via Cross-Network Deep Network Embedding☆11May 5, 2021Updated 5 years ago
- Code & experiments for MINDWALC: Mining Interpretable, Discriminative Walks for Classification of Nodes in a Graph☆13Jul 4, 2024Updated 2 years ago
- Official implement of RAHG: A Role-Aware Hypergraph Neural Network for Node Classification in Graphs.☆11Jul 5, 2024Updated 2 years ago
- Source code and dataset for KDD 2021 paper: Zero-shot Node Classification with Decomposed Graph Prototype Network.☆12Jun 18, 2021Updated 5 years ago
- data set for node classification task☆14Jan 31, 2020Updated 6 years ago
- codes of LEGNN for Semi-supervised Node Classification☆12Jun 1, 2022Updated 4 years ago
- 图神经网络在推荐系统的应用☆13Aug 26, 2021Updated 5 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Adversarial Deep Network Embedding for Cross-network Node Classification☆18Oct 31, 2021Updated 4 years ago
- 运用图卷积网络对节点分类☆11Mar 23, 2020Updated 6 years ago
- Code for the paper "Collaborative Graph Walk for Semi-supervised Multi-Label Node Classification" - ICDM 2019☆13Mar 25, 2023Updated 3 years ago
- Pytorch Implementation of LoG 22 [Oral] -- Transductive Linear Probing: A Novel Framework for Few-Shot Node Classification☆17May 31, 2023Updated 3 years ago
- 一种基于属性和图神经网络的推荐算法——本科生毕设☆14Mar 20, 2021Updated 5 years ago
- Official implementation for the paper, StackEval: Benchmarking LLMs in Coding Assistance, https://arxiv.org/abs/2412.05288☆22Oct 30, 2024Updated last year
- train 3 GNNs(GCN, GAT, GraphSAGE) on Cora, Citeseer and Pubmed respectively, and compared their performance☆12Jul 12, 2020Updated 6 years ago
- Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph☆13Nov 13, 2022Updated 3 years ago
- semi supervised node classification on neo4j database☆23Aug 11, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- code of DeepGWC: A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification☆18Jul 26, 2023Updated 3 years ago
- DGL implementation of GRAND(Graph Random Neural Network, NeurIPS 2020)☆18Mar 19, 2021Updated 5 years ago
- [TGRS21] Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations☆26Mar 30, 2022Updated 4 years ago
- 使用Pytorch Geometric（PyG）实现了Cora、Citeseer、Pubmed数据集上的GraphSAGE模型（full-batch）☆18May 18, 2024Updated 2 years ago
- ☆21Jun 27, 2015Updated 11 years ago
- Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Cont…☆24Jun 7, 2023Updated 3 years ago
- Spatio-Temporal Attentive RNN for Node Classification in Temporal Attributed Graphs (IJCAI'19)☆21Dec 18, 2021Updated 4 years ago
- PyTorch_Geometric实现的JK-Nets（Jumping Knowledge Network），其中也包括了baseline的GCN和GAT。数据集使用的「Cora、Citeseer、Pubmed」☆15Jan 23, 2021Updated 5 years ago
- A set of benchmark repositories for node classification on knowledge graphs. To use, see https://github.com/pbloem/kgbench-loader☆29Dec 9, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for Graph Neural Networks Exponentially Lose Expressive Power for Node Classification.☆30May 20, 2020Updated 6 years ago
- Alibaba Cloud TIANCHI NLP Competition☆20Mar 10, 2021Updated 5 years ago
- Research orchestration platform where human researchers and AI agents collaborate☆38Jul 21, 2026Updated 2 months ago
- The official source code for "GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignm…☆27Sep 23, 2022Updated 4 years ago
- DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification☆29May 27, 2021Updated 5 years ago
- Lifelong Learning of Graph Neural Networks for Open-World Node Classification☆29Oct 4, 2023Updated 3 years ago
- Code and dataset for paper "GRAND+: Scalable Graph Random Neural Networks"☆35Mar 14, 2022Updated 4 years ago