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并行谱聚类

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  • 标      签: 并行

资 源 简 介

pspectralclustering is a parallel C++ implementation of Parallel Spectral Clustering. We are expecting to present a highly optimized parallel implemention of all the steps of spectral clustering. We use PARPACK as underlying eigenvalue decomposition package and F2C to compile fortran code. If you wish to publish any work based on pspectralclustering, please cite our paper as: The bibtex format is @article{Chen11, author = {Wen-Yen Chen and Yangqiu Song and Hongjie Bai and Chih-Jen Lin and Edward Y. Chang}, title = {Parallel Spectral Clustering in Distributed Systems}, journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, volume = {33}, number = {3}, pages = {568-586}, year = {2011}} You can also download our paper 请点击左侧文件开始预览 !预览只提供20%的代码片段,完整代码需下载后查看 加载中 侵权举报

文 件 列 表

pspectralclustering
evd.cc
kmeans.cc
evd.h
parpack
testdata
distance_to_similarity.cc
distance_to_similarity.h
f2c
Makefile
compute_distance.h
common.cc
compute_distance.cc
kmeans.h
common.h
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