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Efficiently computes derivatives of NumPy code.
Python
7.6k
957
Spearmint Bayesian optimization codebase
Python
1.6k
325
Convolutional nets which can take molecular graphs of arbitrary size as input.
TeX
501
161
Exploring differentiation with respect to hyperparameters
Python
297
73
Kayak is a library for automatic differentiation with applications to deep neural networks.
Python
229
30
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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Showing 10 of 21 repositories
autograd
Public
Efficiently computes derivatives of NumPy code.
HIPS/autograd's past year of commit activity
pgmult
Public
Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation
HIPS/pgmult's past year of commit activity
Python
61
MIT
23
4
1
Updated Jan 7, 2021
Spearmint
Public
Spearmint Bayesian optimization codebase
HIPS/Spearmint's past year of commit activity
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
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.
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.
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.
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.
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
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
HIPS/DESI-MCMC's past year of commit activity
Jupyter Notebook
13
7
0
0
Updated Apr 27, 2016
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