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项目作者： hmofrad

项目描述 ：
Clustering algorithms implementation
高级语言： Python
项目地址: git://github.com/hmofrad/clustering.git
创建时间： 2017-02-05T23:51:44Z
项目社区：https://github.com/hmofrad/clustering
开源协议：
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Centroid based clustering algorithms implementation

  • lac.py: Learning Automata Clustering (LAC) algorithm
  • kmeans.py: K-means clustering algorithm
  • kmeans++.py: K-means++ clustering algorithm
  • kmedians.py: K-medians clustering algorithm
  • kmedoids.py: K-medoids clustering algorithm

Density based clustering algorithm implementation

  • dbscan.py: DBSCAN clustering algorithm

Spectral based clustering

  • spectral.py: Spectral clustering

Requirements

  • Linux OS
  • Python 3.4
  • NumPy: sudo pip3.4 install numpy

References