HIPS

Formerly: Harvard Intelligent Probabilistic Systems Group -- Now at Princeton Joined Jun 2014 View on GitHub

Stars
10,755
across 21 public repos
Rank
#3,575
of 94,827 organizations, top 4%
Down 219 places this week

Repositories with 50+ stars

HIPS's repositories with their overall rank
RankRepositoryLanguageStars
8,052

Efficiently computes derivatives of NumPy code.

Python 7,553
43,503

Spearmint Bayesian optimization codebase

Python 1,574
125,262

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

TeX 501
198,126

Exploring differentiation with respect to hyperparameters

Python 297
246,856

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

Python 229
284,312

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

C 193
341,116

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

Python 155
713,793

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

Python 61

Among 94,827 organizations

10k–16k stars: 1,461 organizations, including HIPS

Stars along the bottom, and organizations in each band on a log scale

Where the stars are

Languages

  1. Python 9.9k stars, 92% · 6 repos
  2. TeX 501 stars, 5% · 1 repo
  3. C 193 stars, 2% · 1 repo

When they were made

8 repos with 50+ stars, made between 2014 and 2015

Quick stats

Next rank
+4 stars to reach #3,574
Next milestone
+24,218 stars to reach the top 1%
Public repos
21, 8 with 50+ stars
Popular repos
7 over 100 stars, 2 over 1k stars
Top repo
autograd, #8,052 of all repos, 70% of stars
Smaller repos
192 stars from repos under 50

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