{"payload":{"pageCount":1,"repositories":[{"type":"Public","name":"OMLT","owner":"cog-imperial","isFork":false,"description":"Represent trained machine learning models as Pyomo optimization formulations","allTopics":["python","neural-network","optimization","cnn","modeling-language","pyomo","mathematical-modelling","nonlinear-optimization","keras-neural-networks","nonlinear-programming","mixed-integer-programming","mathematical-programming","relu","onnx","gradient-boosted-trees","mixed-integer-optimization"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":7,"issueCount":19,"starsCount":262,"forksCount":57,"license":"Other","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-08-26T15:03:34.425Z"}},{"type":"Public","name":"entmoot","owner":"cog-imperial","isFork":false,"description":"Multiobjective black-box optimization using gradient-boosted trees","allTopics":["python","optimization","hyperparameter-optimization","black-box-optimization","bayesian-optimization","multiobjective-optimization","mixed-integer-programming","gradient-boosted-trees"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":4,"starsCount":56,"forksCount":12,"license":"BSD 3-Clause \"New\" or \"Revised\" License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-07-04T21:08:33.644Z"}},{"type":"Public","name":"OMLT_CAMD","owner":"cog-imperial","isFork":false,"description":"Repository for paper: \"Augmenting optimization-based molecular design with graph neural networks\".","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":3,"forksCount":2,"license":"BSD 3-Clause \"New\" or \"Revised\" License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-16T10:34:06.704Z"}},{"type":"Public","name":"GNN_MIP_CAMD","owner":"cog-imperial","isFork":false,"description":"Repository for paper: \"Optimizing over trained GNNs via symmetry breaking\".","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":3,"forksCount":1,"license":"BSD 3-Clause \"New\" or \"Revised\" License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-05-16T10:32:26.024Z"}},{"type":"Public","name":"SnAKe","owner":"cog-imperial","isFork":false,"description":"Repository for paper: \"SnAKe: Bayesian Optimization with Pathwise Exploration\".","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":15,"forksCount":1,"license":"BSD 3-Clause \"New\" or \"Revised\" License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2024-02-09T10:48:31.849Z"}},{"type":"Public","name":"DCBO","owner":"cog-imperial","isFork":false,"description":"Repository for paper: \"Dependence in constrained Bayesian optimization: When do we need it and how does it help?\".","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":2,"forksCount":1,"license":"BSD 3-Clause \"New\" or \"Revised\" License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-10-10T12:30:06.762Z"}},{"type":"Public","name":"tree_kernel_gp","owner":"cog-imperial","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":1,"issueCount":0,"starsCount":6,"forksCount":2,"license":"BSD 3-Clause \"New\" or \"Revised\" License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2023-10-06T13:32:59.582Z"}},{"type":"Public","name":"romodel","owner":"cog-imperial","isFork":false,"description":"Modeling robust optimization problems in Pyomo","allTopics":["robust-optimization","pyomo"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":1,"issueCount":2,"starsCount":80,"forksCount":13,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-11-11T10:48:14.330Z"}},{"type":"Public","name":"galini","owner":"cog-imperial","isFork":false,"description":"An extensible MINLP solver","allTopics":["optimization","minlp","pyomo","nonlinear-optimization","mathematical-programming","minlp-solver","mixed-integer-optimization"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":1,"issueCount":4,"starsCount":43,"forksCount":4,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-09-23T22:10:20.132Z"}},{"type":"Public","name":"suspect","owner":"cog-imperial","isFork":false,"description":"Special Structure Detection for Pyomo","allTopics":["pyomo","nonlinear-optimization","mathematical-programming","convexity","mixed-integer-optimization"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":1,"starsCount":27,"forksCount":4,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2022-07-14T10:31:11.106Z"}},{"type":"Public","name":"moo_trees","owner":"cog-imperial","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":1,"forksCount":0,"license":"BSD 3-Clause \"New\" or \"Revised\" License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2021-11-04T17:54:09.785Z"}},{"type":"Public","name":"PartitionedFormulations_NN","owner":"cog-imperial","isFork":false,"description":"Implementation of partition-based formulations for mixed-integer optimization of trained ReLU neural networks","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":3,"forksCount":0,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2021-10-22T15:14:26.046Z"}},{"type":"Public","name":"pypopt","owner":"cog-imperial","isFork":false,"description":"Bindings to Ipopt C++ library for Python. 🐍","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":3,"forksCount":0,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2021-05-05T20:18:23.399Z"}},{"type":"Public","name":"rogp","owner":"cog-imperial","isFork":false,"description":"Modeling Gaussian Processes in Pyomo","allTopics":["machine-learning","pyomo","gaussian-processes"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":3,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2021-04-09T09:30:18.139Z"}},{"type":"Public","name":"pooling-network","owner":"cog-imperial","isFork":false,"description":"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":7,"forksCount":1,"license":"Apache License 2.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2021-03-26T17:14:52.269Z"}},{"type":"Public","name":"drill-scheduling","owner":"cog-imperial","isFork":false,"description":"Pyomo implementation of a drill scheduling case study","allTopics":["optimization","scheduling","pyomo"],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":0,"forksCount":0,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2021-03-09T10:33:16.416Z"}},{"type":"Public","name":"SDPCutSel-via-NN","owner":"cog-imperial","isFork":true,"description":"Selecting cutting planes for quadratic semidefinite outer-approximation via trained neural networks","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":2,"forksCount":2,"license":"GNU General Public License v3.0","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2019-10-14T08:59:23.903Z"}},{"type":"Public","name":"GPdoemd","owner":"cog-imperial","isFork":false,"description":"Design of experiments for model discrimination using Gaussian process surrogate models","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":36,"forksCount":6,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2019-03-15T11:48:39.521Z"}},{"type":"Public","name":"stn","owner":"cog-imperial","isFork":true,"description":"","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":1,"forksCount":5,"license":"MIT License","participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2018-07-17T15:47:51.813Z"}},{"type":"Public","name":"two_stage_scheduling","owner":"cog-imperial","isFork":false,"description":"Exact lexicographic scheduling methods and approximate recovery strategies for two-stage makespan scheduling","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":3,"forksCount":1,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2018-05-21T15:12:00.832Z"}},{"type":"Public","name":"tidal_turbines-source_inversion","owner":"cog-imperial","isFork":true,"description":"A repository for solving tidal stream turbine optimization with mixed-integer pde-constrained optimization","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":1,"forksCount":2,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2017-09-08T19:02:36.068Z"}},{"type":"Public","name":"hens","owner":"cog-imperial","isFork":true,"description":"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.","allTopics":[],"primaryLanguage":{"name":"Python","color":"#3572A5"},"pullRequestCount":0,"issueCount":0,"starsCount":3,"forksCount":5,"license":null,"participation":null,"lastUpdated":{"hasBeenPushedTo":true,"timestamp":"2017-08-04T13:38:22.216Z"}}],"repositoryCount":22,"userInfo":null,"searchable":true,"definitions":[],"typeFilters":[{"id":"all","text":"All"},{"id":"public","text":"Public"},{"id":"source","text":"Sources"},{"id":"fork","text":"Forks"},{"id":"archived","text":"Archived"},{"id":"template","text":"Templates"}],"compactMode":false},"title":"cog-imperial repositories"}