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:
- Binding Affinity Prediction using Deep learning models☆12Jun 9, 2021Updated 4 years ago
- explainable-machine-translation-metrics☆12Jul 15, 2022Updated 3 years ago
- A novel method that quantitatively evaluates the impact of PLM in PLI predictions.☆12Sep 14, 2023Updated 2 years ago
- Various Ideas for Protein Masked LM with ESMFold/ESM-2☆15Aug 17, 2023Updated 2 years ago
- the source code of IJCAI 2023 paper "Multi-Scale subgraph contrastive learning"☆11Apr 25, 2023Updated 3 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.
- Language Models for Code Completion: a Practical Evaluation☆13Jan 19, 2024Updated 2 years ago
- g2-MLP: State-of-the-Art Model for Node Classification on Graphs (PPI Dataset)☆10Nov 12, 2022Updated 3 years ago
- Reproducing R1 for Code with Reliable Rewards☆12Apr 9, 2025Updated last year
- baichuan-7B 微调 C++ 面试大模型☆14Jul 8, 2023Updated 2 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 last year
- Official implement of RAHG: A Role-Aware Hypergraph Neural Network for Node Classification in Graphs.☆11Jul 5, 2024Updated last year
- Source code and dataset for KDD 2021 paper: Zero-shot Node Classification with Decomposed Graph Prototype Network.☆12Jun 18, 2021Updated 4 years ago
- data set for node classification task☆14Jan 31, 2020Updated 6 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.
- codes of LEGNN for Semi-supervised Node Classification☆12Jun 1, 2022Updated 3 years ago
- 运用图卷积网络对节点分类☆11Mar 23, 2020Updated 6 years ago
- Pytorch Implementation of LoG 22 [Oral] -- Transductive Linear Probing: A Novel Framework for Few-Shot Node Classification☆17May 31, 2023Updated 2 years ago
- Constructed a structured heterogeneous text corpus graph to transform text classification problem into a node classification problem. Cr…☆14Oct 15, 2019Updated 6 years ago
- This is the github to open source benchmark AdvancedIF, see LAMA L1387358RCRO☆34Nov 26, 2025Updated 6 months 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
- Adversarial Deep Network Embedding for Cross-network Node Classification☆18Oct 31, 2021Updated 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
- Code for the paper "Collaborative Graph Walk for Semi-supervised Multi-Label Node Classification" - ICDM 2019☆13Mar 25, 2023Updated 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.
- train 3 GNNs(GCN, GAT, GraphSAGE) on Cora, Citeseer and Pubmed respectively, and compared their performance☆12Jul 12, 2020Updated 5 years ago
- Data Augmentation on Graphs: A Technical Survey☆15Feb 12, 2023Updated 3 years ago
- code of DeepGWC: A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification☆18Jul 26, 2023Updated 2 years ago
- USTC Advanced Database System Lab Homework 中国科学技术大学高级数据库系统课程实验作业☆27Dec 31, 2019Updated 6 years ago
- Alibaba Cloud TIANCHI NLP Competition☆14Sep 29, 2020Updated 5 years ago
- [TGRS21] Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations☆25Mar 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
- Pytorch implementation for Deep Knowledge tracing☆39Aug 28, 2018Updated 7 years ago
- semi supervised node classification on neo4j database☆23Aug 11, 2022Updated 3 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.
- ☆21Jun 27, 2015Updated 10 years ago
- A set of benchmark repositories for node classification on knowledge graphs. To use, see https://github.com/pbloem/kgbench-loader☆28Dec 9, 2022Updated 3 years ago
- 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
- Source code for "A universal framework for accurate and efficient geometric deep learning of molecular systems" (Nature Scientific Report…☆73Nov 12, 2025Updated 6 months ago
- ☆65Nov 7, 2019Updated 6 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