zhoushengisnoob/DeepClustering resource

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3061 stars · 424 forks observed · 2026-08-28

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

A curated reading list of papers, surveys, and public codebases on deep clustering and related clustering methods. It accompanies an ACM Computing Surveys paper and serves as a research entry point for the field.

Use cases

• find papers on deep clustering
• learn about unsupervised deep learning clustering methods
• find open-source implementations of clustering algorithms
• survey multi-view and subspace clustering research
• get started researching deep clustering

When to choose

• you need a curated overview of deep clustering literature
• you want links to reference implementations of clustering methods
• you are writing a literature review on clustering

When to avoid

• you need a ready-to-run clustering library
• you want production clustering tooling rather than papers

Facets

learning-resource · maturity active

machine-learning data-science machine-learning artificial-intelligence tutorials cross-platform deep-clustering awesome-list reading-list survey unsupervised-learning

Member repositories

For agents

markdown · JSON · MCP: product_card(name="zhoushengisnoob/DeepClustering")