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@SheffieldML

Sheffield Machine Learning Software

Software from the Sheffield machine learning group and collaborators.

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  1. GPy GPy Public

    Gaussian processes framework in python

    Python 2.1k 564

  2. GPyOpt GPyOpt Public archive

    Gaussian Process Optimization using GPy

    Jupyter Notebook 932 261

  3. notebook notebook Public

    Collection of jupyter notebooks for demonstrating software.

    Jupyter Notebook 165 107

  4. GPmat GPmat Public

    Matlab implementations of Gaussian processes and other machine learning tools.

    MATLAB 135 92

  5. GPc GPc Public

    Gaussian process code in C++ including some implementations of GP-LVM and IVM.

    C++ 67 28

  6. gprege gprege Public

    Gaussian process software in R and Matlab for detecting quiet genes. From Alfredo Kalaitzis's thesis work.

    R 4 4

Repositories

Showing 10 of 54 repositories
  • advectionGP Public

    A model of advection and diffusion to determine pollution sources using a fourier GP approximation

    SheffieldML/advectionGP’s past year of commit activity
    Jupyter Notebook 4 GPL-3.0 1 2 0 Updated Nov 11, 2024
  • GPy Public

    Gaussian processes framework in python

    SheffieldML/GPy’s past year of commit activity
    Python 2,051 BSD-3-Clause 564 232 (4 issues need help) 18 Updated Oct 28, 2024
  • advectionGPdatasets Public

    Access and manipulation of datasets for the advectionGP model.

    SheffieldML/advectionGPdatasets’s past year of commit activity
    Jupyter Notebook 1 GPL-3.0 1 0 0 Updated Nov 8, 2023
  • notebook Public

    Collection of jupyter notebooks for demonstrating software.

    SheffieldML/notebook’s past year of commit activity
    Jupyter Notebook 165 BSD-3-Clause 107 16 0 Updated Apr 2, 2023
  • GPyOpt Public archive

    Gaussian Process Optimization using GPy

    SheffieldML/GPyOpt’s past year of commit activity
    Jupyter Notebook 932 BSD-3-Clause 261 103 (1 issue needs help) 1 Updated Jan 17, 2023
  • GPc Public

    Gaussian process code in C++ including some implementations of GP-LVM and IVM.

    SheffieldML/GPc’s past year of commit activity
    C++ 67 MIT 28 7 0 Updated Sep 16, 2021
  • deepGP Public

    Deep Gaussian Processes in matlab

    SheffieldML/deepGP’s past year of commit activity
    MATLAB 91 BSD-3-Clause 43 1 0 Updated Sep 14, 2021
  • gpy_examples Public

    Examples for using the GPy software.

    SheffieldML/gpy_examples’s past year of commit activity
    HTML 2 1 0 0 Updated May 21, 2021
  • hgplvm Public

    Hierarchical Gaussian process latent variable model.

    SheffieldML/hgplvm’s past year of commit activity
    MATLAB 17 BSD-3-Clause 6 0 0 Updated May 19, 2021
  • PyDeepGP Public

    Deep Gaussian Processes in Python

    SheffieldML/PyDeepGP’s past year of commit activity
    Python 232 BSD-3-Clause 63 8 1 Updated May 4, 2021
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