# benedekrozemberczki/awesome-graph-classification

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4,805 stars · 727 forks · Python · CC0-1.0

## Links

- GitHub: https://github.com/benedekrozemberczki/awesome-graph-classification
- awesome-repositories: https://awesome-repositories.com/repository/benedekrozemberczki-awesome-graph-classification.md

## Topics

`attention-mechanism` `classification-algorithm` `deep-graph-kernels` `deepwalk` `graph-attention-model` `graph-attention-networks` `graph-classification` `graph-convolutional-networks` `graph-embedding` `graph-kernel` `graph-kernels` `graph-representation-learning` `graph2vec` `kernel-methods` `netlsd` `network-embedding` `node-embedding` `node2vec` `structural-attention` `weisfeiler-lehman`

## Description

A collection of important graph embedding, classification and representation learning papers with implementations.

## Tags

### Repository Format

- [Awesome List](https://awesome-repositories.com/f/repository-format/awesome-list.md) — A community-curated directory that catalogs and links out to other open-source projects, rather than a standalone tool you run yourself.

### Part of an Awesome List

- [AI & Machine Learning](https://awesome-repositories.com/f/awesome-lists/ai/ai-machine-learning.md) — Graph classification resources.
- [Graph Analysis](https://awesome-repositories.com/f/awesome-lists/ai/graph-analysis.md) — Research papers and methods for graph classification tasks.
- [Matrix Factorization](https://awesome-repositories.com/f/awesome-lists/ai/matrix-factorization.md) — Provides foundational research on graph-based classification and community discovery.
- [Curated Resource Lists](https://awesome-repositories.com/f/awesome-lists/learning/curated-resource-lists.md) — Research papers focused on graph classification tasks.
- [Educational Resources](https://awesome-repositories.com/f/awesome-lists/learning/educational-resources.md) — Resources and projects for graph classification tasks.
- [Research and Curated Lists](https://awesome-repositories.com/f/awesome-lists/learning/research-and-curated-lists.md) — Curated collection of resources focused on graph classification techniques.
- [Graph Research Collections](https://awesome-repositories.com/f/awesome-lists/more/graph-research-collections.md) — Comprehensive collection of graph embedding research and implementations.