chihming/awesome-network-embedding resource

Health v2 · maintenance only

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2627 stars · 490 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of network embedding (graph representation learning) techniques, linking research papers to their implementations. It covers methods like DeepWalk, LINE, node2vec, NetMF, and graph neural network platforms.

Use cases

• find papers on network embedding techniques
• learn graph representation learning
• find implementations of graph embedding algorithms
• survey research on knowledge graph embeddings
• compare network representation learning methods
• get started with node embedding for graph machine learning

When to choose

• you need a survey or reading list of graph/network embedding research
• you want to find open-source implementations of embedding papers
• you are researching representation learning on graphs or knowledge graphs

When to avoid

• you need a ready-to-use embedding library rather than a paper list
• you need actively maintained tooling - the list was last updated in 2020
• you need general graph neural network frameworks rather than references

Facets

learning-resource · maturity maintenance

machine-learning developer-tools machine-learning awesome-lists tutorials cross-platform awesome-list network-embedding graph-embeddings representation-learning knowledge-graph papers curated-list algorithms

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