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The Top 23 Python Graph Neural Networks Gnn Open Source Projects

Open source projects categorized as Python Graph Neural Networks Gnn
Categories > Gnn
Categories > Graph Neural Networks
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 3 months agopypi torch-geometric-temporal} Downloads
Capsgnn ⭐ 1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
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
Ptgnn ⭐ 305
A PyTorch Graph Neural Network Library
total releases 18most recent commit 2 years 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 3 months 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 9 months ago
Seal Ci ⭐ 201
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
most recent commit a year ago
Tsl ⭐ 176
tsl: a PyTorch library for processing spatiotemporal data.
total releases 7most recent commit 4 months ago
Diffnet ⭐ 143
Graph Neural Network based Social Recommendation Model. SIGIR2019.
most recent commit a year 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
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
Gnn_for_ehr ⭐ 103
Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"
most recent commit 3 years ago
Coolgraph ⭐ 103
Make GNN easy to start with
most recent commit 4 months ago
Dagnet ⭐ 72
PyTorch code for ICPR 2020 paper "DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting"
most recent commit 2 years ago
Bgcn ⭐ 72
A Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).
most recent commit 5 years ago
3dinfomax ⭐ 64
Making self-supervised learning work on molecules by using their 3D geometry to pre-train GNNs. Implemented in DGL and Pytorch Geometric.
most recent commit 2 years ago
Graphmix ⭐ 60
Code for reproducing results in GraphMix paper
most recent commit 2 years ago
Simple Equivariant Gnn ⭐ 59
A short and easy PyTorch implementation of E(n) Equivariant Graph Neural Networks
most recent commit 2 years ago
Stagin ⭐ 55
STAGIN: Spatio-Temporal Attention Graph Isomorphism Network
most recent commit 9 months ago
Pdn ⭐ 51
The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
most recent commit a year ago
Reggnn ⭐ 41
Regression Graph Neural Network (regGNN) for cognitive score prediction.
most recent commit a year ago
Graph_neural_net ⭐ 36
Expressive Power of Invariant and Equivariant Graph Neural Networks (ICLR 2021)
most recent commit 8 months ago
Relpose Gnn ⭐ 33
[3DV21] Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision, M. Türkoǧlu et al.
most recent commit a year ago
The 3 Latest Releases In Python Graph Neural Networks Gnn Open Source Projects
Tsl ⭐ 176
tsl: a PyTorch library for processing spatiotemporal data.
total releases 7latest release August 18, 2023most recent commit 4 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 3 months agopypi torch-geometric-temporal} Downloads
Ptgnn ⭐ 305
A PyTorch Graph Neural Network Library
total releases 18latest release October 21, 2021most recent commit 2 years ago
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