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The Top 23 Gnn Open Source Projects

Open source projects categorized as Gnn
Categories > Gnn
Gnnpapers ⭐ 15,156
Must-read papers on graph neural networks (GNN)
most recent commit 6 months ago
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46most recent commit 5 months agopypi torch-geometric-temporal} Downloads
Graph Learn ⭐ 1,239
An Industrial Graph Neural Network Framework
total releases 5most recent commit 6 months ago
Capsgnn ⭐ 1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
most recent commit a year ago
Gnn ⭐ 1,111
TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
total releases 19most recent commit 6 months ago
Gunrock ⭐ 908
Programmable CUDA/C++ GPU Graph Analytics
most recent commit 7 months ago
Graphneuralnetwork ⭐ 721
《深入浅出图神经网络：GNN原理解析》配套代码
most recent commit 3 years ago
Graphneuralnetwork ⭐ 568
Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.
most recent commit 2 years ago
Gnn Recommender Systems ⭐ 551
An index of recommendation algorithms that are based on Graph Neural Networks.
most recent commit 2 years ago
Simgnn ⭐ 540
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
most recent commit a year ago
Datasets ⭐ 521
A repository of pretty cool datasets that I collected for network science and machine learning research.
most recent commit a year ago
Efficient Gnns ⭐ 490
Code and resources on scalable and efficient Graph Neural Networks
most recent commit a year ago
Awesome Pretrain On Molecules ⭐ 440
[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models
most recent commit a year ago
Papers For Molecular Design Using Dl ⭐ 367
List of molecular design using Generative AI and Deep Learning
most recent commit 5 months ago
Libgrape Lite ⭐ 345
🍇 A C++ library for parallel graph processing (GRAPE) 🍇
total releases 1most recent commit 7 months ago
Ppnp ⭐ 315
PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)
most recent commit 10 months ago
Nlpgnn ⭐ 310
1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.
total releases 8most recent commit 4 years ago
Ptgnn ⭐ 305
A PyTorch Graph Neural Network Library
total releases 18most recent commit 2 years ago
Ggnn.pytorch ⭐ 302
A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)
most recent commit 5 years ago
Stgcn ⭐ 290
The PyTorch version of STGCN.
most recent commit 10 months ago
Mtad Gat Pytorch ⭐ 265
PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).
most recent commit 6 months ago
Awesome Federated Learning On Graph And Gnn Papers ⭐ 225
Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.
most recent commit a year ago
Graph Matching Networks ⭐ 223
PyTorch implementation of Graph Matching Networks, e.g., Graph Matching with Bi-level Noisy Correspondence (ICCV 2023), Graph Matching Networks for Learning the Similarity of Graph Structured Objects (ICML 2019).
most recent commit a year ago
The 10 Latest Releases In Gnn Open Source Projects
Gnn ⭐ 1,111
TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
total releases 19latest release December 06, 2023most recent commit 6 months ago
Tsl ⭐ 176
tsl: a PyTorch library for processing spatiotemporal data.
total releases 7latest release August 18, 2023most recent commit 6 months ago
Spiga ⭐ 185
SPIGA: Shape Preserving Facial Landmarks with Graph Attention Networks.
total releases 6latest release February 20, 2023most recent commit 10 months ago
Causing ⭐ 51
Causing: CAUsal INterpretation using Graphs
total releases 19latest release October 25, 2022most recent commit 8 months ago
Lamda Ssl ⭐ 130
30 Semi-Supervised Learning Algorithms
total releases 9latest release October 11, 2022most recent commit a year ago
Graph Learn ⭐ 1,239
An Industrial Graph Neural Network Framework
total releases 5latest release October 09, 2022most recent commit 6 months ago
Sagod ⭐ 22
A library for static attributed graph outlier detection. 静态属性图节点的异常检测模型集。
total releases 3latest release September 20, 2022most recent commit 7 months ago
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46latest release September 04, 2022most recent commit 5 months agopypi torch-geometric-temporal} Downloads
Ncem ⭐ 92
Learning cell communication from spatial graphs of cells
total releases 27latest release August 08, 2022most recent commit 10 months ago
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