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The Top 23 Python Graph Neural Networks Open Source Projects

Open source projects categorized as Python Graph Neural Networks
Categories > Graph Neural Networks
Gnn Fakenews ⭐ 136
A collection of GNN-based fake news detection models.
most recent commit 2 years ago
Gemnet_pytorch ⭐ 136
GemNet model in PyTorch, as proposed in "GemNet: Universal Directional Graph Neural Networks for Molecules" (NeurIPS 2021)
most recent commit a year ago
Xflow ⭐ 135
XFlow - A Python Library for Graph Flow
most recent commit 5 months ago
Sgas ⭐ 129
SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas
most recent commit 3 years ago
Supergat ⭐ 128
[ICLR 2021] How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision
most recent commit a year ago
Lanegcn ⭐ 128
[ECCV2020 Oral] Learning Lane Graph Representations for Motion Forecasting
most recent commit 3 years ago
Recbole Gnn ⭐ 128
Efficient and extensible GNNs enhanced recommender library based on RecBole.
most recent commit 6 months ago
Pyg_autoscale ⭐ 127
Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch
most recent commit 2 years ago
Care Gnn ⭐ 127
Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters
most recent commit 2 years ago
Gflownet ⭐ 127
GFlowNet library specialized for graph & molecular data
most recent commit 3 months ago
Dcrn ⭐ 126
[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
most recent commit a year ago
Cwn ⭐ 124
Message Passing Neural Networks for Simplicial and Cell Complexes
most recent commit 10 months ago
Musae ⭐ 122
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
most recent commit 2 years ago
Fusilli ⭐ 120
A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evaluation - fusilli's got you covered 🌸
most recent commit 3 months ago
Openglue ⭐ 118
Open Source Graph Neural Net Based Pipeline for Image Matching
most recent commit 2 years ago
Drrepair ⭐ 115
DrRepair: Learning to Repair Programs from Error Messages
most recent commit 3 years ago
Gnn Lspe ⭐ 114
Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
most recent commit 2 years ago
Pynets ⭐ 111
A Reproducible Workflow for Structural and Functional Connectome Ensemble Learning
total releases 245most recent commit 2 years ago
Drl Urban Planning ⭐ 108
A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban communities.
most recent commit 3 months ago
Sat ⭐ 107
Official Pytorch code for Structure-Aware Transformer.
most recent commit a year ago
St Ssl ⭐ 107
ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
most recent commit 3 months ago
Ai Nlp Paper Readings ⭐ 107
This is my reading list for my PhD in AI, NLP, Deep Learning and more.
most recent commit 3 years ago
Gnn Meta Attack ⭐ 106
Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".
most recent commit 2 years ago
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