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@UCL-SML SML Group at UCL

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    12 repositories

    • python-project-template

      Public
      Python
      •0•2•0•0•Updated Jan 12, 2024Jan 12, 2024

    • moap-bml-workshop

      Public
      Accompanying tutorials for my talk "Kriging in the age of machine learning", presented at the UCL-MOAP workshop on "Bayesian Machine Learning for Weather and Climate".
      Jupyter Notebook
      •4•0•0•0•Updated Feb 18, 2022Feb 18, 2022

    • Graph-Gaussian-Processes

      Public
      Supplementary code for the AISTATS 2021 paper "Matern Gaussian Processes on Graphs".
      Python
      •
      MIT License
      •11•0•0•0•Updated Feb 21, 2021Feb 21, 2021

    • PAML

      Public
      Implementation of paper "Probabilistic Active Meta-Learning" (NeurIPS 2020).
      Python
      •5•0•0•0•Updated Dec 2, 2020Dec 2, 2020

    • contact-symplectic-integrator-network

      Public
      Contact-Aware Symplectic Integrator Network
      Python
      •1•0•0•0•Updated Sep 27, 2020Sep 27, 2020

    • Aligning-Time-Series

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •11•0•0•0•Updated Jun 22, 2020Jun 22, 2020

    • Riemannian-Gaussian-Processes

      Public
      Python
      •
      MIT License
      •7•0•0•0•Updated Jun 19, 2020Jun 19, 2020

    • Doubly-Stochastic-DGP

      Public
      Deep Gaussian Processes with Doubly Stochastic Variational Inference
      Python
      •
      Apache License 2.0
      •48•151•24•0•Updated Feb 21, 2019Feb 21, 2019

    • pilco-matlab

      Public
      PILCO policy search framework (Matlab version)
      MATLAB
      •
      BSD 3-Clause "New" or "Revised" License
      •33•73•0•0•Updated Jul 17, 2018Jul 17, 2018

    • rl-trading-challenge

      Public
      0•1•0•0•Updated Jun 20, 2018Jun 20, 2018

    • gp-adf

      Public
      Gaussian Process Assumed Density Filter (Code for ICML 2009 paper)
      MATLAB
      •
      GNU General Public License v3.0
      •8•8•0•0•Updated Jul 19, 2016Jul 19, 2016

    • gibbs-rtss

      Public
      Gibbs-Sampling based Rauch-Tung-Striebel Smoother (Code for ACC 2011 paper)
      MATLAB
      •8•13•1•0•Updated Jul 11, 2016Jul 11, 2016