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The Top 23 Graph Classification Open Source Projects

Open source projects categorized as Graph Classification
Categories > Graph Classification
Awesome Graph Classification ⭐ 4,703
A collection of important graph embedding, classification and representation learning papers with implementations.
most recent commit a year ago
Cogdl ⭐ 1,671
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
dependent packages 1total releases 17most recent commit 3 months agopypi cogdl} Downloads
Awesome Fraud Detection Papers ⭐ 1,364
A curated list of data mining papers about fraud detection.
most recent commit a year ago
Capsgnn ⭐ 1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 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
Grakel ⭐ 540
A scikit-learn compatible library for graph kernels
dependent packages 1total releases 5most recent commit 6 months agopypi grakel-dev} Downloads
Graph Transformer ⭐ 408
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
most recent commit 2 years ago
Appnp ⭐ 322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
most recent commit a year ago
Ppnp ⭐ 314
PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)
most recent commit 8 months ago
Graph_datasets ⭐ 280
A Repository of Benchmark Graph Datasets for Graph Classification (31 Graph Datasets In Total).
most recent commit 2 years ago
Gam ⭐ 257
A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).
most recent commit a year ago
Graph_nn ⭐ 244
Graph Classification with Graph Convolutional Networks in PyTorch (NeurIPS 2018 Workshop)
most recent commit 4 years ago
Seal Ci ⭐ 201
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
most recent commit a year ago
Hgp Sl ⭐ 194
Hierarchical Graph Pooling with Structure Learning
most recent commit 3 years ago
Graphkernels ⭐ 91
A package for computing Graph Kernels
total releases 16most recent commit 9 months ago
Cnn Graph Classification ⭐ 79
A convolutional neural network for graph classification in PyTorch
most recent commit 5 years ago
Dgcnn ⭐ 57
A PyTorch implementation of DGCNN based on AAAI 2018 paper "An End-to-End Deep Learning Architecture for Graph Classification"
most recent commit 8 months ago
Togl ⭐ 55
Topological Graph Neural Networks (ICLR 2022)
most recent commit 2 years ago
Pdn ⭐ 51
The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
most recent commit a year ago
P Wl ⭐ 44
A Persistent Weisfeiler–Lehman Procedure for Graph Classification
most recent commit 3 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
Gmt ⭐ 36
Official Code Repository for the paper "Accurate Learning of Graph Representations with Graph Multiset Pooling" (ICLR 2021)
most recent commit 2 years ago
Ge Fsg ⭐ 35
Graph Embedding via Frequent Subgraphs
most recent commit 4 years ago
The 2 Most Depended On Graph Classification Open Source Projects
Cogdl ⭐ 1,671
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
dependent packages 1total releases 17latest release June 01, 2022most recent commit 3 months agopypi cogdl} Downloads
Grakel ⭐ 540
A scikit-learn compatible library for graph kernels
dependent packages 1total releases 5latest release September 09, 2019most recent commit 6 months agopypi grakel-dev} Downloads
The 4 Latest Releases In Graph Classification Open Source Projects
Cogdl ⭐ 1,671
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
dependent packages 1total releases 17latest release June 01, 2022most recent commit 3 months agopypi cogdl} Downloads
Grakel ⭐ 540
A scikit-learn compatible library for graph kernels
dependent packages 1total releases 5latest release September 09, 2019most recent commit 6 months agopypi grakel-dev} Downloads
Graphkernels ⭐ 91
A package for computing Graph Kernels
total releases 16latest release June 28, 2018most recent commit 9 months ago
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