26 Open Source Graph Classification Software Projects
Free and open source graph classification code projects including engines, APIs, generators, and tools.
Awesome Graph Classification 3766 ⭐
A collection of important graph embedding, classification and representation learning papers with implementations.
Simgnn 305 ⭐
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
Graph_nn 244 ⭐
Graph Classification with Graph Convolutional Networks in PyTorch (NeurIPS 2018 Workshop)
Appnp 212 ⭐
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
Seal Ci 162 ⭐
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
Graph_datasets 161 ⭐
A Repository of Benchmark Graph Datasets for Graph Classification (31 Graph Datasets In Total).
Ppnp 153 ⭐
PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)
Malllabiisc Asap 43 ⭐
AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations
Ggnn.tensorflow 29 ⭐
Tensorflow implementation of Gated Graph Neural Network for Source Code Classification
Dgcnn 30 ⭐
A PyTorch implementation of DGCNN based on AAAI 2018 paper "An End-to-End Deep Learning Architecture for Graph Classification"
Benedekrozemberczki Feather 18 ⭐
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
Leviborodenko Dgcnn 19 ⭐
Clean & Documented TF2 implementation of "An end-to-end deep learning architecture for graph classification" (M. Zhang et al., 2018).
Graph Embedding Techniques 16 ⭐
It provides some typical graph embedding techniques based on task-free or task-specific intuitions.