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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 Public

    Efficiently computes derivatives of numpy code.

    Python 6.3k 865

  2. Spearmint Bayesian optimization codebase

    Python 1.5k 323

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

    TeX 472 160

  4. Exploring differentiation with respect to hyperparameters

    Python 290 70

  5. Kayak Public

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

    Python 226 32

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

    C 187 65

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