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  1. Laplace Laplace Public

    Laplace approximations for Deep Learning.

    Python 422 58

  2. team-approx-bayes/dnn2gp team-approx-bayes/dnn2gp Public

    Approximate Inference Turns Deep Networks into Gaussian Processes (dnn2gp)

    Python 47 3

  3. BNN-predictions BNN-predictions Public

    Improving predictions of Bayesian neural nets via local linearization, AISTATS 2021

    Jupyter Notebook 16 7

  4. ntk-marglik ntk-marglik Public

    Code for "Stochastic Marginal Likelihood Gradients using Neural Tangent Kernels" at ICML'23

    Python 5