mlpack  blog
Quantum Gaussian Mixture Models - Week 4

Quantum Gaussian Mixture Models - Week 4

Sangyeon Kim, 19 June 2019

In the week 3, I did visualize the QGMM and the integral areas to check if them are correct.


This week, I worked on implementing quantum EM algorithm in Python to check if it is vaild.
Before implementing the em algorithm of QGMM, I implemented GMM classes according to mlpack codebases.

  • GaussianDistribution
  • GMM
  • EMFit

Then, I checked if the codes were wrriten correctly by training the GMM model with random observations.

Thanks for reading :)