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
- Nano vLLM v1 engine☆15Aug 6, 2025Updated last year
- Reproducing R1 for Code with Reliable Rewards☆13Apr 9, 2025Updated last year
- ☆13Jul 12, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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
- data set for node classification task☆14Jan 31, 2020Updated 6 years ago
- 图神经网络在推荐系统的应用☆13Aug 26, 2021Updated 5 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
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆58May 3, 2026Updated 4 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Constructed a structured heterogeneous text corpus graph to transform text classification problem into a node classification problem. Cr…☆14Oct 15, 2019Updated 6 years ago
- 基于图嵌入和图神经网络模型的动画推荐，本项目同时是中国人民大学数据挖掘中心案例和中国人民大学数据科学实践课程(2021~2022春)大作业☆15May 1, 2022Updated 4 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☆21Oct 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
- Data Augmentation on Graphs: A Technical Survey☆15Feb 12, 2023Updated 3 years ago
- Alibaba Cloud TIANCHI NLP Competition☆13Sep 29, 2020Updated 5 years ago
- 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
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 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
- Source code of NeurIPS 2022 paper “Co-Modality Graph Contrastive Learning for Imbalanced Node Classification”☆21Jan 15, 2023Updated 3 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
- [Nature Machine Intelligence 2023] "Echo state graph neural networks with analogue random resistive memory arrays."☆25Feb 16, 2023Updated 3 years ago
- Alibaba Cloud TIANCHI NLP Competition☆20Mar 10, 2021Updated 5 years ago
- The official source code for "GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignm…☆27Sep 23, 2022Updated 3 years ago
- DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification☆29May 27, 2021Updated 5 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 and dataset for paper "GRAND+: Scalable Graph Random Neural Networks"☆35Mar 14, 2022Updated 4 years ago
- 基于社交影响力与用户兴趣扩散的图神经网络推荐算法设计与实现☆19May 4, 2023Updated 3 years ago
- Bags of Tricks in OGB (node classification) with GCNs.☆37Aug 11, 2021Updated 5 years ago
- Aligning Model-Generated Rubrics with Human Standards☆35Mar 3, 2026Updated 6 months ago
- The source code of INFless，a native serverless platform for AI inference.☆46Oct 10, 2022Updated 3 years ago
- ☆25Mar 15, 2023Updated 3 years ago
- A pytorch implementation of graph transformer for node classification☆35May 3, 2023Updated 3 years ago