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  1. ratschlab/SOM-VAE ratschlab/SOM-VAE Public

    TensorFlow implementation of the SOM-VAE model as described in https://arxiv.org/abs/1806.02199

    Python 190 32

  2. ratschlab/GP-VAE ratschlab/GP-VAE Public

    TensorFlow implementation for the GP-VAE model described in https://arxiv.org/abs/1907.04155

    Python 127 27

  3. ratschlab/bnn_priors ratschlab/bnn_priors Public

    Code for the paper "Bayesian Neural Network Priors Revisited"

    Python 55 15

  4. jonasrothfuss/meta_learning_pacoh jonasrothfuss/meta_learning_pacoh Public

    Meta-learning Gaussian process (GP) priors via PAC-Bayes bounds

    Python 25 13

  5. mmr12/MGP-AttTCN mmr12/MGP-AttTCN Public

    MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis

    Python 24 8

  6. microsoft/conservative-uncertainty-estimation-random-priors microsoft/conservative-uncertainty-estimation-random-priors Public archive

    Source code for paper Conservative Uncertainty Estimation By Fitting Prior Networks (ICLR 2020)

    Python 21 8