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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 348 75

  2. romodel romodel Public

    Modeling robust optimization problems in Pyomo

    Python 89 19

  3. entmoot entmoot Public

    Multiobjective black-box optimization using gradient-boosted trees

    Python 64 12

  4. galini galini Public

    An extensible MINLP solver

    Python 45 5

  5. GPdoemd GPdoemd Public

    Design of experiments for model discrimination using Gaussian process surrogate models

    Python 37 6

  6. Limeade Limeade Public

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

    Python 31 3

Repositories

Showing 10 of 33 repositories
  • hens Public Forked from mitenmistry/hens

    Mistry, M., Misener, R. 2016. Optimising heat exchanger network synthesis using convexity properties of the logarithmic mean temperature difference. Computers & Chemical Engineering. 94, 1-17.

    cog-imperial/hens's past year of commit activity
    Python 3 MIT 6 0 0 Updated Aug 4, 2026
  • OMLT Public

    Represent trained machine learning models as Pyomo optimization formulations

    cog-imperial/OMLT's past year of commit activity
    Python 348 75 25 6 Updated Jul 9, 2026
  • entmoot Public

    Multiobjective black-box optimization using gradient-boosted trees

    cog-imperial/entmoot's past year of commit activity
    Python 64 BSD-3-Clause 12 5 0 Updated Feb 19, 2026
  • galini Public

    An extensible MINLP solver

    cog-imperial/galini's past year of commit activity
    Python 45 Apache-2.0 5 4 1 Updated Feb 5, 2026
  • galini-dashboard Public

    Dashboard for the GALINI Solver

    cog-imperial/galini-dashboard's past year of commit activity
    JavaScript 2 Apache-2.0 0 0 13 Updated Feb 3, 2026
  • cog-imperial/Bin-Packing-Optimization-Storage's past year of commit activity
    Jupyter Notebook 0 MIT 1 0 0 Updated Nov 13, 2025
  • graph_encoding Public

    Official implementation of the paper "Beyond adjacency: Graph encoding with reachability and shortest paths"

    cog-imperial/graph_encoding's past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 25, 2025
  • Limeade Public

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

    cog-imperial/Limeade's past year of commit activity
    Python 31 MIT 3 0 0 Updated Apr 16, 2025
  • cog-imperial/PartitionedFormulations_OSIF's past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Jan 3, 2025
  • OMLT_CAMD Public

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

    cog-imperial/OMLT_CAMD's past year of commit activity
    Python 3 BSD-3-Clause 2 0 0 Updated May 16, 2024