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    • autograd

      Public
      Efficiently computes derivatives of NumPy code.
      Python
      MIT License
      9157k15922Updated Dec 2, 2024Dec 2, 2024
    • pgmult

      Public
      Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation
      Python
      MIT License
      226041Updated Jan 7, 2021Jan 7, 2021
    • Spearmint

      Public
      Spearmint Bayesian optimization codebase
      Python
      Other
      3291.5k5720Updated Dec 27, 2019Dec 27, 2019
    • Implementation in C and Theano of the method Probabilistic Backpropagation for scalable Bayesian inference in deep neural networks.
      C
      BSD 3-Clause "New" or "Revised" License
      6319210Updated Feb 12, 2019Feb 12, 2019
    • Convolutional nets which can take molecular graphs of arbitrary size as input.
      TeX
      MIT License
      15849540Updated Jan 23, 2018Jan 23, 2018
    • hips-lib

      Public
      Library of common tools for machine learning research.
      Python
      134001Updated Nov 20, 2017Nov 20, 2017
    • Kayak

      Public
      Kayak is a library for automatic differentiation with applications to deep neural networks.
      Python
      MIT License
      3222781Updated Aug 22, 2017Aug 22, 2017
    • A project to enable optimization of molecules by transforming them to and from a continuous representation.
      Python
      5115470Updated Mar 17, 2017Mar 17, 2017
    • Implementation of an algorithm for Markov chain Monte Carlo with data subsampling
      Python
      MIT License
      213200Updated Apr 27, 2016Apr 27, 2016
    • DESI-MCMC

      Public
      MCMC for the Dark Energy Spectroscopic Instrument
      Jupyter Notebook
      71300Updated Apr 27, 2016Apr 27, 2016
    • Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.
      TeX
      93110Updated Apr 19, 2016Apr 19, 2016
    • hypergrad

      Public
      Exploring differentiation with respect to hyperparameters
      Python
      7129550Updated Jan 15, 2016Jan 15, 2016
    • autopaint

      Public
      Gradient-based variational autoencoders to generate class-conditional natural images.
      Python
      5600Updated Nov 2, 2015Nov 2, 2015
    • lpickle

      Public
      Linefeed-delimited pickle for Unix-style piping of arbitrary Python data
      Python
      2200Updated Aug 26, 2015Aug 26, 2015
    • Website for viewing a git repo as a lab notebook. Figures and text files can be included with markdown-like syntax.
      Python
      4400Updated Jul 23, 2015Jul 23, 2015
    • gpu_numpy

      Public
      A Numpy wrapper that adds a gpufloat32 dtype to Numpy.
      Python
      MIT License
      3600Updated Apr 24, 2015Apr 24, 2015
    • optofit

      Public
      A python framework for fitting biophysical models to optically recorded neural signals.
      Python
      GNU General Public License v2.0
      4400Updated Apr 13, 2015Apr 13, 2015
    • LaTeX package for randomizing author order based on a public seed.
      TeX
      MIT License
      54000Updated Feb 13, 2015Feb 13, 2015
    • Matrical

      Public
      A simple abstraction layer for matrix computations in Python, making it easy to switch between CPU and NVIDIA or Intel coprocessors.
      MIT License
      3200Updated Jul 15, 2014Jul 15, 2014
    • Github page for Harvard Intelligent Probabilistic Systems Group
      CSS
      2000Updated Jul 13, 2014Jul 13, 2014
    • Code for performing Bayesian regression with structured sparsity from a Gaussian field.
      MIT License
      4810Updated Jun 29, 2014Jun 29, 2014