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:
- A novel method that quantitatively evaluates the impact of PLM in PLI predictions.☆12Sep 14, 2023Updated 2 years ago
- Deep Learning 2021 in School of Data Science, USTC☆12May 17, 2023Updated 3 years ago
- explainable-machine-translation-metrics☆12Jul 15, 2022Updated 4 years ago
- ☆17May 10, 2024Updated 2 years ago
- g2-MLP: State-of-the-Art Model for Node Classification on Graphs (PPI Dataset)☆10Nov 12, 2022Updated 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.
- Source code for NeurIPS 2020 paper "Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding"☆10Nov 17, 2020Updated 5 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
- ☆14May 28, 2019Updated 7 years ago
- the source code of IJCAI 2023 paper "Multi-Scale subgraph contrastive learning"☆11Apr 25, 2023Updated 3 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
- 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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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 4 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
- Adversarial Deep Network Embedding for Cross-network Node Classification☆18Oct 31, 2021Updated 4 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 2 months 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
- 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official implementation for the paper, StackEval: Benchmarking LLMs in Coding Assistance, https://arxiv.org/abs/2412.05288☆20Oct 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
- semi supervised node classification on neo4j database☆23Aug 11, 2022Updated 3 years ago
- code of DeepGWC: A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification☆18Jul 26, 2023Updated 3 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
- Source code of NeurIPS 2022 paper “Co-Modality Graph Contrastive Learning for Imbalanced Node Classification”☆21Jan 15, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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
- Source code for "A universal framework for accurate and efficient geometric deep learning of molecular systems" (Nature Scientific Report…☆73Nov 12, 2025Updated 8 months ago
- [Nature Machine Intelligence 2023] "Echo state graph neural networks with analogue random resistive memory arrays."☆25Feb 16, 2023Updated 3 years ago
- Research orchestration platform where human researchers and AI agents collaborate☆25Updated this week
- ☆93May 15, 2025Updated last year