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项目作者： Alaya-in-Matrix

项目描述 ：
Bayesian neural network implementations
高级语言： Python
项目地址: git://github.com/Alaya-in-Matrix/BNN.git
创建时间： 2019-03-21T08:42:42Z
项目社区：https://github.com/Alaya-in-Matrix/BNN
开源协议：
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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