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The Top 23 Graph Classification Open Source Projects

Open source projects categorized as Graph Classification
Categories > Data Processing > Classification
Smile ⭐ 5,833
Statistical Machine Intelligence & Learning Engine
dependent packages 35total releases 33most recent commit 6 months ago
Pygcn ⭐ 2,952
Graph Convolutional Networks in PyTorch
most recent commit 4 years ago
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24most recent commit 7 months agopypi stellargraph} Downloads
Text_gcn ⭐ 1,008
Graph Convolutional Networks for Text Classification. AAAI 2019
most recent commit 3 years ago
Graph2vec ⭐ 791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
most recent commit a year ago
Graph Adversarial Learning Literature ⭐ 772
A curated list of adversarial attacks and defenses papers on graph-structured data.
most recent commit 4 months ago
Keras Gcn ⭐ 735
Keras implementation of Graph Convolutional Networks
most recent commit 3 years ago
Graph Transformer ⭐ 408
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
most recent commit 2 years ago
Dropedge ⭐ 399
This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification
most recent commit a year ago
Gnn Comparison ⭐ 354
Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020
most recent commit 3 months ago
Diffpool ⭐ 265
most recent commit 4 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
Gmnn ⭐ 230
Graph Markov Neural Networks
most recent commit 5 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
Graph Cnn In 3d Point Cloud Classification ⭐ 179
Code for A GRAPH-CNN FOR 3D POINT CLOUD CLASSIFICATION (ICASSP 2018)
most recent commit 6 years ago
Genrexpose ⭐ 179
Automated music genre classification using machine learning
most recent commit 6 years ago
Graph Representation Learning ⭐ 168
Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)
most recent commit 5 years ago
Asgcn ⭐ 134
Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"
most recent commit 3 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
Text_gcn.pytorch ⭐ 111
PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."
most recent commit 4 years ago
Graph_adversarial_attack ⭐ 110
Adversarial Attack on Graph Structured Data (https://arxiv.org/abs/1806.02371)
most recent commit 2 years ago
Rgat ⭐ 96
A TensorFlow implementation of Relational Graph Attention Networks, paper: https://arxiv.org/abs/1904.05811
most recent commit 2 years ago
The 2 Most Depended On Graph Classification Open Source Projects
Smile ⭐ 5,833
Statistical Machine Intelligence & Learning Engine
dependent packages 35total releases 33latest release June 14, 2023most recent commit 6 months ago
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24latest release February 22, 2021most recent commit 7 months agopypi stellargraph} Downloads
The 6 Latest Releases In Graph Classification Open Source Projects
Trilearn ⭐ 12
Bayesian structure learning and classification in decomposable graphical models.
total releases 34latest release September 29, 2023most recent commit 3 months ago
Smile ⭐ 5,833
Statistical Machine Intelligence & Learning Engine
dependent packages 35total releases 33latest release June 14, 2023most recent commit 6 months ago
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24latest release February 22, 2021most recent commit 7 months agopypi stellargraph} Downloads
Gowpy ⭐ 6
A very simple library for exploiting graph-of-words in NLP
total releases 2latest release June 14, 2020most recent commit 3 years ago
Reveal Graph Embedding ⭐ 27
Implementation of community-based graph embedding for user classification.
total releases 4latest release November 26, 2015most recent commit 5 years ago
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