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The Top 23 Graph Convolution Open Source Projects

Open source projects categorized as Graph Convolution
Categories > Graph Convolution
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
Clustergcn ⭐ 691
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
most recent commit a year 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
Graphwaveletneuralnetwork ⭐ 501
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
most recent commit a year ago
Mixhop And N Gcn ⭐ 389
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
most recent commit a year ago
Gam ⭐ 257
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
most recent commit a year ago
Sgcn ⭐ 253
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
most recent commit a year ago
Seal Ci ⭐ 201
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
most recent commit a year ago
Paper List ⭐ 201
A reading paper list which is mainted daily
most recent commit 4 years ago
Hope ⭐ 135
Source code of CVPR 2020 paper, "HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation"
most recent commit 4 years ago
Graph Convolution On Structured Documents ⭐ 121
This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification
most recent commit 2 years ago
Walklets ⭐ 96
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
most recent commit a year ago
Gcnn_keras ⭐ 94
Graph convolutions in Keras with TensorFlow, PyTorch or Jax.
dependent packages 2total releases 26most recent commit 3 months agopypi kgcnn} Downloads
Tene ⭐ 71
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
most recent commit 2 years ago
Neodti ⭐ 54
NeoDTI: Neural integration of neighbor information from a heterogeneous network for discovering new drug-target interactions
most recent commit 3 years ago
Simsg ⭐ 51
Semantic Image Manipulation using Scene Graphs (CVPR 2020)
most recent commit 2 years ago
Feather ⭐ 39
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
most recent commit a year ago
Graphcnn Gan ⭐ 25
Graph-convolutional GAN for point cloud generation. Code from ICLR 2019 paper Learning Localized Generative Models for 3D Point Clouds via Graph Convolution
most recent commit 4 years ago
Ustgcn ⭐ 22
[IJCNN 2021] Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network
most recent commit a year ago
Graph Stuff ⭐ 21
Things related to graphs
most recent commit 3 years ago
Dgcnn ⭐ 13
Clean & Documented TF2 implementation of "An end-to-end deep learning architecture for graph classification" (M. Zhang et al., 2018).
total releases 3most recent commit 4 years ago
The 2 Most Depended On Graph Convolution Open Source Projects
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
Gcnn_keras ⭐ 94
Graph convolutions in Keras with TensorFlow, PyTorch or Jax.
dependent packages 2total releases 26latest release November 29, 2023most recent commit 3 months agopypi kgcnn} Downloads
The 3 Latest Releases In Graph Convolution Open Source Projects
Gcnn_keras ⭐ 94
Graph convolutions in Keras with TensorFlow, PyTorch or Jax.
dependent packages 2total releases 26latest release November 29, 2023most recent commit 3 months agopypi kgcnn} Downloads
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
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