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JavierAntoran / Bayesian-Neural-Networks

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kumar-shridhar / PyTorch-BayesianCNN

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Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
python pytorch bayesian-network image-recognition convolutional-neural-networks bayesian-inference bayes bayesian-networks variational-inference bayesian-statistics bayesian-neural-networks variational-bayes bayesian-deep-learning pytorch-cnn bayesian-convnets bayes-by-backprop aleatoric-uncertainties
  • Updated Sep 27, 2020
  • Python

kourouklides / artificial_neural_networks

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A collection of Methods and Models for various architectures of Artificial Neural Networks
python data-science machine-learning deep-neural-networks deep-learning wiki tensorflow architecture machine-learning-algorithms keras neural-networks artificial-neural-networks machinelearning theory bayesian-inference variational-inference edward probabilistic-models bayesian-neural-networks probabilistic-modeling architectures bayesian-learning edward2
  • Updated Sep 26, 2020
  • Python

cambridge-mlg / DUN

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Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
machine-learning deep-learning reproducible-research pytorch uncertainty neural-networks expectation-maximization uncertainty-neural-networks bayesian-inference uncertainty-quantification variational-inference bayesian-neural-networks robustness neural-architecture-search bayesian-deep-learning probabilistic-inference reproducible-paper probabilistic-neural-network learnt-depth network-depths
  • Updated Jun 20, 2020
  • Jupyter Notebook

MauroCE / PythonBRMLtoolbox

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Python 3.7 version of David Barber's MATLAB BRMLtoolbox
machine-learning statistics matlab bayesian-network bayesian-methods model-selection supervised-learning bayesian graphical-models bayesian-inference bayesian-networks bayesian-optimization bayesian-data-analysis bayesian-statistics bayesian-analysis bayesian-neural-networks markov-networks supervised-machine-learning supervised-learning-algorithms statistics-toolbox
  • Updated Aug 18, 2018
  • Python

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