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Bayne - Bayesian Neural Networks

Pytorch/Pyro-based Bayesian Neural Networks library

Features:

  • Markov Chain Monte Carlo (MCMC)
    • Fully connected neural network with ReLU, Sigmoid, or Tanh activation
    • Configurable prior & likelihood
    • Hamiltonian Monte Carlo or NUTS sampler

Authors:

  • Frederik Baymler Mathiesen, PhD student @ TU Delft, Netherlands

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