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@SheffieldML

Sheffield Machine Learning Software

Software from the Sheffield machine learning group and collaborators.

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  1. GPy Public

    Gaussian processes framework in python

    Python 2.1k 564

  2. GPyOpt Public archive

    Gaussian Process Optimization using GPy

    Jupyter Notebook 940 259

  3. notebook Public

    Collection of jupyter notebooks for demonstrating software.

    Jupyter Notebook 165 107

  4. GPmat Public

    Matlab implementations of Gaussian processes and other machine learning tools.

    MATLAB 137 92

  5. GPc Public

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

    C++ 68 28

  6. 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
  • advectionGPdatasets Public

    Access and manipulation of datasets for the advectionGP model.

    Jupyter Notebook 1 GPL-3.0 1 0 0 Updated Mar 4, 2025
  • GPy Public

    Gaussian processes framework in python

    Python 2,076 BSD-3-Clause 564 231 (4 issues need help) 18 Updated Jan 15, 2025
  • advectionGP Public

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

    Jupyter Notebook 4 GPL-3.0 1 2 0 Updated Jan 13, 2025
  • notebook Public

    Collection of jupyter notebooks for demonstrating software.

    Jupyter Notebook 165 BSD-3-Clause 107 16 0 Updated Apr 2, 2023
  • GPyOpt Public archive

    Gaussian Process Optimization using GPy

    Jupyter Notebook 940 BSD-3-Clause 259 103 (1 issue needs help) 1 Updated Jan 17, 2023
  • GPc Public

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

    C++ 68 MIT 28 7 0 Updated Sep 16, 2021
  • deepGP Public

    Deep Gaussian Processes in matlab

    MATLAB 91 BSD-3-Clause 43 1 0 Updated Sep 14, 2021
  • gpy_examples Public

    Examples for using the GPy software.

    HTML 2 1 0 0 Updated May 21, 2021
  • hgplvm Public

    Hierarchical Gaussian process latent variable model.

    MATLAB 17 BSD-3-Clause 5 0 0 Updated May 19, 2021
  • PyDeepGP Public

    Deep Gaussian Processes in Python

    Python 233 BSD-3-Clause 64 8 1 Updated May 4, 2021

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