https://github.com/wangg12/vi_vae_gmm

Variational Inference/Variational AutoEncoder + Gaussian Mixtures implementation in zhusuan
https://github.com/wangg12/vi_vae_gmm

bayesian-inference gmvae tensorflow vae zhusuan

Last synced: 6 months ago
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Variational Inference/Variational AutoEncoder + Gaussian Mixtures implementation in zhusuan

• Host: GitHub
• URL: https://github.com/wangg12/vi_vae_gmm
• Owner: wangg12
• License: apache-2.0
• Created: 2017-06-03T01:16:36.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2017-06-03T01:23:57.000Z (over 8 years ago)
• Last Synced: 2023-07-27T06:34:10.419Z (about 2 years ago)
• Topics: bayesian-inference, gmvae, tensorflow, vae, zhusuan
• Language: Python
• Size: 15 MB
• Stars: 14
• Watchers: 3
• Forks: 6
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
### Variational Inference/Variational AutoEncoder + Gaussian Mixtures implementation in zhusuan

* `vi_GMM_2d.py`: a toy example of Variational Inference + Gaussian Mixture in 2D

* `gmvae.py`: Variational AutoEncoder + Gaussian Mixture, using MNIST dataset