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

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Princeton University, Princeton, NJ
https://lips.cs.princeton.edu

Popular repositoriesLoading

autogradautogradPublic
Efficiently computes derivatives of NumPy code.
Python 7.2k 913
SpearmintSpearmintPublic
Spearmint Bayesian optimization codebase
Python 1.6k 329
neural-fingerprintneural-fingerprintPublic
Convolutional nets which can take molecular graphs of arbitrary size as input.
TeX 498 158
hypergradhypergradPublic
Exploring differentiation with respect to hyperparameters
Python 294 71
KayakKayakPublic
Kayak is a library for automatic differentiation with applications to deep neural networks.
Python 228 31
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

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