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GeezerVison is showing github.com — Formerly: Harvard Intelligent Probabilistic Systems Group -- Now at Princeton

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  1. autograd autograd Public

    Efficiently computes derivatives of NumPy code.

    Python 7.6k 957

  2. Spearmint Spearmint Public

    Spearmint Bayesian optimization codebase

    Python 1.6k 325

  3. neural-fingerprint neural-fingerprint Public

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

    TeX 501 161

  4. hypergrad hypergrad Public

    Exploring differentiation with respect to hyperparameters

    Python 297 73

  5. Kayak Kayak Public

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

    Python 229 30

  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 193 63

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  • autograd Public

    Efficiently computes derivatives of NumPy code.

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    HIPS/autograd's past year of commit activity
    Python 7,553 MIT 957 175 (2 issues need help) 69 Updated Nov 9, 2026
  • pgmult Public

    Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation

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    HIPS/pgmult's past year of commit activity
    Python 61 MIT 23 4 1 Updated Jan 7, 2021
  • Spearmint Public

    Spearmint Bayesian optimization codebase

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    HIPS/Spearmint's past year of commit activity
    Python 1,574 325 58 20 Updated Dec 27, 2019
  • Probabilistic-Backpropagation Public

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

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    HIPS/Probabilistic-Backpropagation's past year of commit activity
    C 193 BSD-3-Clause 63 1 0 Updated Feb 12, 2019
  • neural-fingerprint Public

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

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    HIPS/neural-fingerprint's past year of commit activity
    TeX 501 MIT 161 4 0 Updated Jan 23, 2018
  • hips-lib Public

    Library of common tools for machine learning research.

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    HIPS/hips-lib's past year of commit activity
    Python 41 14 0 1 Updated Nov 20, 2017
  • Kayak Public

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

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    HIPS/Kayak's past year of commit activity
    Python 229 MIT 30 8 1 Updated Aug 22, 2017
  • molecule-autoencoder Public

    A project to enable optimization of molecules by transforming them to and from a continuous representation.

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    HIPS/molecule-autoencoder's past year of commit activity
    Python 155 52 7 0 Updated Mar 17, 2017
  • firefly-monte-carlo Public

    Implementation of an algorithm for Markov chain Monte Carlo with data subsampling

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    HIPS/firefly-monte-carlo's past year of commit activity
    Python 32 MIT 21 0 0 Updated Apr 27, 2016
  • DESI-MCMC Public

    MCMC for the Dark Energy Spectroscopic Instrument

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    HIPS/DESI-MCMC's past year of commit activity
    Jupyter Notebook 13 7 0 0 Updated Apr 27, 2016
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