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@cog-imperial

C⚙G - Imperial College London

Computational Optimisation Group @ Imperial College London

Popular repositories Loading

  1. OMLT OMLT Public

    Represent trained machine learning models as Pyomo optimization formulations

    Python 289 59

  2. romodel romodel Public

    Modeling robust optimization problems in Pyomo

    Python 82 14

  3. entmoot entmoot Public

    Multiobjective black-box optimization using gradient-boosted trees

    Python 56 12

  4. galini galini Public

    An extensible MINLP solver

    Python 43 4

  5. GPdoemd GPdoemd Public

    Design of experiments for model discrimination using Gaussian process surrogate models

    Python 36 6

  6. suspect suspect Public

    Special Structure Detection for Pyomo

    Python 27 4

Repositories

Showing 10 of 30 repositories
  • OMLT Public

    Represent trained machine learning models as Pyomo optimization formulations

    Python 289 59 20 7 Updated Dec 14, 2024
  • Limeade Public

    Official implementation of the paper “Limeade: Let integer molecular encoding aid”

    Python 22 MIT 1 0 0 Updated Nov 26, 2024
  • entmoot Public

    Multiobjective black-box optimization using gradient-boosted trees

    Python 56 BSD-3-Clause 12 5 0 Updated Jul 4, 2024
  • OMLT_CAMD Public

    Repository for paper: "Augmenting optimization-based molecular design with graph neural networks".

    Python 3 BSD-3-Clause 2 0 0 Updated May 16, 2024
  • GNN_MIP_CAMD Public

    Repository for paper: "Optimizing over trained GNNs via symmetry breaking".

    Python 3 BSD-3-Clause 1 0 0 Updated May 16, 2024
  • SnAKe Public

    Repository for paper: "SnAKe: Bayesian Optimization with Pathwise Exploration".

    Python 15 BSD-3-Clause 1 0 0 Updated Feb 9, 2024
  • DCBO Public

    Repository for paper: "Dependence in constrained Bayesian optimization: When do we need it and how does it help?".

    Python 2 BSD-3-Clause 1 0 0 Updated Oct 10, 2023
  • Python 6 BSD-3-Clause 2 0 1 Updated Oct 6, 2023
  • C++ 2 BSD-3-Clause 1 0 0 Updated Jul 17, 2023
  • romodel Public

    Modeling robust optimization problems in Pyomo

    Python 82 MIT 14 2 1 Updated Nov 11, 2022

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