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@HIPS

Formerly: Harvard Intelligent Probabilistic Systems Group -- Now at Princeton

Ryan Adams' research group. Formerly at Harvard, now at Princeton. New Github repositories here: https://github.com/PrincetonLIPS

Popular repositories

  1. autograd autograd Public

    Efficiently computes derivatives of numpy code.

    Python 6.8k 898

  2. Spearmint Spearmint Public

    Spearmint Bayesian optimization codebase

    Python 1.5k 325

  3. neural-fingerprint neural-fingerprint Public

    Convolutional nets which can take molecular graphs of arbitrary size as input.

    TeX 487 161

  4. hypergrad hypergrad Public

    Exploring differentiation with respect to hyperparameters

    Python 293 71

  5. Kayak Kayak Public

    Kayak is a library for automatic differentiation with applications to deep neural networks.

    Python 225 32

  6. Probabilistic-Backpropagation Probabilistic-Backpropagation Public

    Implementation in C and Theano of the method Probabilistic Backpropagation for scalable Bayesian inference in deep neural networks.

    C 188 64

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