文件名称:GMM
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高斯混合模型GMM的C++实现
在高斯混合模型中需要使用概率更新参数的地方,程序中都简化成为了1处理,否则计算一个正态分布的概率还是挺花时间的。但是除了将概率换成1,其他地方还是严格按照公式的,大家可以仔细推导一下,就会看出其中的差异-
Gaussian mixture model GMM C++ implementation
In the Gaussian mixture model parameters need to use probability to update the place, the program has become a simplified treatment, or calculate the probability of a normal distribution was quite time-consuming. But in addition to the probability replaced by 1 or elsewhere in strict accordance with the formula, we can derive a closer look, you will see the differences
在高斯混合模型中需要使用概率更新参数的地方,程序中都简化成为了1处理,否则计算一个正态分布的概率还是挺花时间的。但是除了将概率换成1,其他地方还是严格按照公式的,大家可以仔细推导一下,就会看出其中的差异-
Gaussian mixture model GMM C++ implementation
In the Gaussian mixture model parameters need to use probability to update the place, the program has become a simplified treatment, or calculate the probability of a normal distribution was quite time-consuming. But in addition to the probability replaced by 1 or elsewhere in strict accordance with the formula, we can derive a closer look, you will see the differences
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下载文件列表
GMM
...\GMM.cpp
...\GMM.h
...\KMeans.cpp
...\KMeans.h
...\gmm
...\...\gmm
...\...\...\Debug
...\...\...\.....\BuildLog.htm
...\...\...\.....\gmm.exe.embed.manifest
...\...\...\.....\vc90.idb
...\...\...\.....\vc90.pdb
...\...\...\gmm.cpp
...\...\...\gmm.vcproj
...\...\...\gmm.vcproj.dell-PC.dell.user
...\...\gmm.ncb
...\...\gmm.sln
...\...\gmm.suo
...\main.cpp