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  1. team-approx-bayes/dl-with-bayes team-approx-bayes/dl-with-bayes Public

    Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"

    Python 242 23

  2. asdl asdl Public

    ASDL: Automatic Second-order Differentiation Library for PyTorch

    Python 178 18

  3. cybertronai/pytorch-sso cybertronai/pytorch-sso Public

    PyTorch-SSO: Scalable Second-Order methods in PyTorch

    Python 142 20

  4. tyohei/chainerkfac tyohei/chainerkfac Public

    A Chainer extension for K-FAC

    Python 20 3

  5. ngd_in_wide_nn ngd_in_wide_nn Public

    simple JAX-/NumPy-based implementations of NGD with exact/approximate Fisher Information Matrix both in parameter-space and function-space (by empirical/analytical NTK).

    Python 14 3

  6. pipe-fisher pipe-fisher Public

    Python 8 2