annoviko/pyclustering

Health v2 · maintenance only

Adoption not part of the score

1215 stars · 262 forks observed · 2026-08-28

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

pyclustering is a Python and C++ data mining library providing clustering algorithms, oscillatory network models, and neural networks, with a pure C++14 core for performance. It is no longer maintained as of 2021, with the author recommending alternative solutions.

Use cases

• cluster analysis of datasets in python
• run xmeans or dbscan clustering with a fast C++ core
• simulate oscillatory networks like LEGION or PCNN
• data mining algorithms for data science projects
• embed a dependency-free C++ clustering library in a C++ project
• visualize clustering results

When to choose

• you need a broad collection of clustering algorithms in one library
• you want both Python and pure C++14 implementations with no third-party dependencies in the core
• you are on a platform where scikit-learn's clustering options are insufficient

When to avoid

• you need maintained software with bug fixes and support - it is abandoned since 2021
• you want general-purpose machine learning beyond clustering - use scikit-learn
• you need GPU acceleration or modern actively developed clustering tooling

Facets

library · maturity abandoned

machine-learning data-visualization math data-science machine-learning python cpp windows cross-platform clustering cluster-analysis oscillatory-networks neural-networks data-mining unsupervised-learning xmeans dbscan no-longer-maintained algorithms linux macos

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