项目作者: akjayant

项目描述 :
Spectral Clustering is a technique to cluster data which finds use in community detetction applications
高级语言: Jupyter Notebook
项目地址: git://github.com/akjayant/Spectral-Clustering.git
创建时间: 2020-02-17T06:31:50Z
项目社区:https://github.com/akjayant/Spectral-Clustering

开源协议:

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Spectral-Clustering

Spectral Clustering is a technique to cluster data which finds application in community detection applications. It is equivalent to finding a min-cut of a graph where edge (or their weights) represents closeness which is subjective to data and context.

Dolphins Dataset - notebook_spectral_clustering_1.ipynb :

Dolphins Community Detetction, Two Circles Problem (Spectral clustering from scratch)

Unclustered

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Clustered

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data: data.zip

Identify Player Team based on Interaction - Barca_madrid.ipynb (everything form scratch) :

Barca - Real Madrid clustering problem (everything from scratch - eigenvalues,eigenvecs, spectral clusetring)

Unclustered

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Clustered

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data: lclassico.gml