philbinj-fastcluster-bf3d361
所属分类：人工智能/神经网络/深度学习
开发工具：Visual C++
文件大小：22KB
下载次数：3
上传日期：2012-04-26 16:28:32
上 传 者：
liao272549164
说明： 这是一个快速进行kmeans聚类的算法，里面有点乱，对于学习者可以下来看看，对于要进行快速开发者可能用不到。
(This book and code is talk about k-means method for cluster.It is usefull for you who want to study the method.Thanks )
文件列表:
philbinj-fastcluster-bf3d361 (0, 2009-11-21)
philbinj-fastcluster-bf3d361\CMakeLists.txt (1338, 2009-11-21)
philbinj-fastcluster-bf3d361\LICENSE.txt (1549, 2009-11-21)
philbinj-fastcluster-bf3d361\fastcluster.py (5823, 2009-11-21)
philbinj-fastcluster-bf3d361\kmeans.cpp (14647, 2009-11-21)
philbinj-fastcluster-bf3d361\kmeans.h (829, 2009-11-21)
philbinj-fastcluster-bf3d361\kmeans.hpp (479, 2009-11-21)
philbinj-fastcluster-bf3d361\mpi_queue.cpp (6329, 2009-11-21)
philbinj-fastcluster-bf3d361\mpi_queue.hpp (1378, 2009-11-21)
philbinj-fastcluster-bf3d361\mpi_utils.cpp (648, 2009-11-21)
philbinj-fastcluster-bf3d361\randomkit.c (9944, 2009-11-21)
philbinj-fastcluster-bf3d361\randomkit.h (5348, 2009-11-21)
philbinj-fastcluster-bf3d361\setup.py (122, 2009-11-21)
philbinj-fastcluster-bf3d361\test_mpi_queue.cpp (4680, 2009-11-21)
philbinj-fastcluster-bf3d361\whetstone.cpp (5590, 2009-11-21)
philbinj-fastcluster-bf3d361\whetstone.hpp (150, 2009-11-21)
---------------------------------------------------------------------
| FASTCLUSTER: A library for fast, distributed clustering |
| |
| James Philbin
|
---------------------------------------------------------------------
This is a python library for performing fast, distributed (using MPI)
clustering for very large datasets.
Currently we only support k-means.
---------------------------------------------------------------------
| INSTALLATION |
---------------------------------------------------------------------
Before installation make sure the following dependencies are met:
- Linux
- CMake >= 2.6.0
- Python >= 2.5 (but < 3.0)
- MPI library (OpenMPI is recommended)
- Numpy (http://numpy.scipy.org/)
- PyTables (http://www.pytables.org/)
- fastann library (http://github.com/philbinj/fastann)
Build the library to install to /usr/local/ (default is /usr/)
> PREFIX=/usr/local/ cmake . && make
Install
> make install
---------------------------------------------------------------------
| USAGE |
---------------------------------------------------------------------
See help(fastcluster.kmeans) for usage.
---------------------------------------------------------------------
| CHANGELOG |
---------------------------------------------------------------------
v0.1
- Initial commit
---------------------------------------------------------------------
| REFERENCES |
---------------------------------------------------------------------
[1] Philbin, J. and Chum, O. and Isard, M. and Sivic, J. and
Zisserman, A.
Object Retrieval with Large Vocabularies and Fast Spatial
Matching, CVPR 2007
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