IOS>> tensor-gmm>> 返回
项目作者： steverab

项目描述 ：
Implementation of learning a Gaussian mixture model using tensor decomposition.
高级语言： Jupyter Notebook
项目地址: git://github.com/steverab/tensor-gmm.git
创建时间： 2017-05-29T14:49:28Z
项目社区：https://github.com/steverab/tensor-gmm
开源协议：MIT License
下载


tensor-gmm

Implementation of learning a Gaussian mixture model using tensor decomposition.

Matlab sample plots

Shared parameters:

  • n = 10000
  • s = 2
  • dist = 15
  • spher = 1

Plot 1

  • d = 3
  • k = 2

matlab_1

Plot 2

  • d = 20
  • k = 12

matlab_2

Plot 3

  • d = 50
  • k = 40

matlab_3

Python sample plots

Shared parameters:

  • n = 10000
  • s = 2
  • dist = 15
  • spher = 1

Plot 1

  • d = 3
  • k = 2

python_1

Plot 2

  • d = 20
  • k = 12

python_2