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Use random projection and random sparsification to speed up K-Means.

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README.md
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eval.py
eval.py
 
 
main.py
main.py
 
 
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approximated_kmeans

Use Random Projection and Random Sparsification to speed up K-Means.

  • 知乎链接
  • 代码架构
  • 方法
    • Random Projection
    • Random Sparsification
  • 结果展示

知乎(zhihu)链接

代码架构

  • eval.py 聚类评价指标
  • main.py Mnist聚类测试
  • python3.6

结果展示

  • 运行时间和聚类指标详见result.log

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Use random projection and random sparsification to speed up K-Means.

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