Skip to content
/ BNN Public
forked from Alaya-in-Matrix/BNN

Bayesian neural network implementations

Notifications You must be signed in to change notification settings

hjljhl/BNN

 
 

Repository files navigation

README

Implementation of several Bayeisan neural networks

Implemented:

  • MC dropout
  • SGLD
  • SVI (from pyro)
  • BBB

TODO

  • Variational continual learning (for online learning)
  • Neural process
  • Stein Variational Gradient Descent
  • Particle mirror descent
  • SGLD with (stochastic) MH testing

About

Bayesian neural network implementations

Resources

Stars

Watchers

Forks

Packages

 
 
 

Languages

  • Python 100.0%