ZiyangS

Pinned Repositories

• AutoencoderPCA

  compare PCA/autoencoder/convolutional autoencoder algorithm

  Language:Python01

• BackgroundSubtraction

  Background subtraction algorithm by Gaussian Mixture Model based on paper "Adaptive background mixture models for real-time tracking".

  Language:Python30206

• Gaussian_Mixture_Model

  implement gaussian mixture model by using em algorithm in python, later working on gibbs sampling etc MCMC algorithm.

  Language:Python01

• IAGM

  Infinite Asymmetric Gaussian Mixture Model

  Language:Python2202

• IAGM_BS

  Background subtraction algorithm by Infinite Aysmmetrical Gaussian Mixture Model (IAGMM)

  Language:Python31

• IAGM_feature_selection

  Infinite Asymmetric Gaussian Mixture with feature selection. Adopt MCMC to do Bayesian inference.

  Language:Python01

• IGMM

  infinite Gaussian Mixture Model(Dirichlet Process Gaussian Mixture Model) by gibbs sampling. Multivaraite Gaussian with full covariance and diagonal covariance.

  Language:Python143

• MachineLearning

  Algorithms of machine learning or deep learning

  Language:Python01

• MedEHR

  Course Project

  Language:Python00

• MixEHR_Seed

  Language:Jupyter Notebook00

ZiyangS's Repositories