# chihming/awesome-network-embedding

A curated list of network embedding techniques.

Repository: https://github.com/chihming/awesome-network-embedding
Canonical: https://ross.abutalabs.com/products/awesome-network-embedding
License Family: other
Topics: network-embedding, representation-learning, graph-embeddings, knowledge-graph
Last push: 2020-12-08T09:34:45+00:00

## Health v2 (maintenance only)
Score: 32/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 35, longevity 100
- inputs: {"age_days": 3566, "days_push": 2094, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2627, forks 490 (observed 2026-08-28T04:07:05.406842+00:00)

## What it is
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
- artifact type: learning-resource
- maturity: maintenance
- function: machine-learning, developer-tools
- domain: machine-learning, awesome-lists, tutorials
- platform: cross-platform
- tags: awesome-list, network-embedding, graph-embeddings, representation-learning, knowledge-graph, papers, curated-list, algorithms

## Member repositories
- chihming/awesome-network-embedding (main) score 32

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:05.406842+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:19:44.240753+00:00, confidence not recorded.
  - readme: https://github.com/chihming/awesome-network-embedding (fetched 2026-08-28T04:07:05.406842+00:00, sha edf11abae192)
- Data as of 2026-08-30T08:39:29.467469+00:00.