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Alaya-in-Matrix/BNN

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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

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Bayesian neural network implementations

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