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Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

  • convolutional-neural-networks
  • bayesian-network
  • bayesian-convnets
  • bayes-by-backprop

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

  • uq
  • bayesian
  • interpolation
  • geology