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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 repositoriesLoading

  1. autogradautogradPublic

    Efficiently computes derivatives of NumPy code.

    Python 7.2k 913

  2. SpearmintSpearmintPublic

    Spearmint Bayesian optimization codebase

    Python 1.6k 329

  3. neural-fingerprintneural-fingerprintPublic

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

    TeX 498 158

  4. hypergradhypergradPublic

    Exploring differentiation with respect to hyperparameters

    Python 294 71

  5. KayakKayakPublic

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

    Python 228 31

  6. Probabilistic-BackpropagationProbabilistic-BackpropagationPublic

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

    C 192 63

Repositories

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Showing 10 of 21 repositories
  • autograd Public

    Efficiently computes derivatives of NumPy code.

    HIPS/autograd’s past year of commit activity
    Python 7,193MIT 913 162(1 issue needs help) 21 UpdatedMar 17, 2025
  • pgmult Public

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

    HIPS/pgmult’s past year of commit activity
    Python 61MIT 22 4 1 UpdatedJan 7, 2021
  • Spearmint Public

    Spearmint Bayesian optimization codebase

    HIPS/Spearmint’s past year of commit activity
    Python 1,555 329 57 20 UpdatedDec 27, 2019
  • Probabilistic-Backpropagation Public

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

    HIPS/Probabilistic-Backpropagation’s past year of commit activity
    C 192BSD-3-Clause 63 1 0 UpdatedFeb 12, 2019
  • neural-fingerprint Public

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

    HIPS/neural-fingerprint’s past year of commit activity
    TeX 498MIT 158 4 0 UpdatedJan 23, 2018
  • hips-lib Public

    Library of common tools for machine learning research.

    HIPS/hips-lib’s past year of commit activity
    Python 41 13 0 1 UpdatedNov 20, 2017
  • Kayak Public

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

    HIPS/Kayak’s past year of commit activity
    Python 228MIT 31 8 1 UpdatedAug 22, 2017
  • molecule-autoencoder Public

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

    HIPS/molecule-autoencoder’s past year of commit activity
    Python 155 51 7 0 UpdatedMar 17, 2017
  • firefly-monte-carlo Public

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

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

    MCMC for the Dark Energy Spectroscopic Instrument

    HIPS/DESI-MCMC’s past year of commit activity
    Jupyter Notebook 13 7 0 0 UpdatedApr 27, 2016

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