C⚙G - Imperial College London

Computational Optimisation Group @ Imperial College London

Popular repositoriesLoading

OMLTOMLTPublic
Represent trained machine learning models as Pyomo optimization formulations
Python 303 61
romodelromodelPublic
Modeling robust optimization problems in Pyomo
Python 83 16
entmootentmootPublic
Multiobjective black-box optimization using gradient-boosted trees
Python 56 12
galinigaliniPublic
An extensible MINLP solver
Python 43 4
GPdoemdGPdoemdPublic
Design of experiments for model discrimination using Gaussian process surrogate models
Python 36 6
LimeadeLimeadePublic
Official implementation of the paper “Limeade: Let integer molecular encoding aid”
Python 30 3

Repositories

Showing 10 of 32 repositories

OMLT Public
Represent trained machine learning models as Pyomo optimization formulations
cog-imperial/OMLT’s past year of commit activity
Python 303 61 20 6 UpdatedMar 21, 2025
Bin-Packing-Optimization-Storage Public
cog-imperial/Bin-Packing-Optimization-Storage’s past year of commit activity
Jupyter Notebook0MIT 1 0 0 UpdatedMar 17, 2025
entmoot Public
Multiobjective black-box optimization using gradient-boosted trees
cog-imperial/entmoot’s past year of commit activity
Python 56BSD-3-Clause 12 5 0 UpdatedMar 7, 2025
PartitionedFormulations_OSIF Public
cog-imperial/PartitionedFormulations_OSIF’s past year of commit activity
Python0Apache-2.00 0 0 UpdatedJan 3, 2025
Limeade Public
Official implementation of the paper “Limeade: Let integer molecular encoding aid”
cog-imperial/Limeade’s past year of commit activity
Python 30MIT 3 0 0 UpdatedNov 26, 2024
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 3BSD-3-Clause 2 0 0 UpdatedMay 16, 2024
GNN_MIP_CAMD Public
Repository for paper: "Optimizing over trained GNNs via symmetry breaking".
cog-imperial/GNN_MIP_CAMD’s past year of commit activity
Python 3BSD-3-Clause 1 0 0 UpdatedMay 16, 2024
SnAKe Public
Repository for paper: "SnAKe: Bayesian Optimization with Pathwise Exploration".
cog-imperial/SnAKe’s past year of commit activity
Python 15BSD-3-Clause 1 0 0 UpdatedFeb 9, 2024
DCBO Public
Repository for paper: "Dependence in constrained Bayesian optimization: When do we need it and how does it help?".
cog-imperial/DCBO’s past year of commit activity
Python 2BSD-3-Clause 1 0 0 UpdatedOct 10, 2023
tree_kernel_gp Public
cog-imperial/tree_kernel_gp’s past year of commit activity
Python 7BSD-3-Clause 2 0 1 UpdatedOct 6, 2023