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billythegod
3737dce6a5
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2 years ago | |
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| cpu | 2 years ago | |
| gpu | 2 years ago | |
| include | 2 years ago | |
| README.md | 2 years ago | |
README.md
kmeans
该项目在CPU和GPU上实现了standard kmeans，mini-batch kmeans（mbkm）和staleness-reduction mini-batch kmeans(srmbkm，新算法)三种算法。
使用数据集如下：
1.Sift（ftp://ftp.irisa.fr/local/texmex/corpus/sift.tar.gz）
2.Gist（ftp://ftp.irisa.fr/local/texmex/corpus/gist.tar.gz）
3.Poker（https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass/poker.t.bz2）
4.Mnist8m（https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass/mnist8m.scale.bz2）
该项目在CPU和GPU上开源了三种k-means算法，分别是standard kmeans算法、mini-batch kmeans算法和staleness-reduction mini-batch kmeans算法。
Cuda C++ Text C
Contributors (1)