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Represent trained machine learning models as Pyomo optimization formulations

cnn onnx relu pyomo python optimization neural-network modeling-language keras-neural-networks nonlinear-programming gradient-boosted-trees mathematical-modelling nonlinear-optimization mathematical-programming mixed-integer-programming mixed-integer-optimization

Created 2021-06-03

524 commits to main branch, last one 3 months ago

117

mit

An end-to-end framework for mixed-integer optimization with data-driven learned constraints.

machine-learning constraint-learning mixed-integer-optimization

Created 2021-10-26

61 commits to main branch, last one 2 years ago

mit

Julia interface to SCIP solver

julia hacktoberfest global-optimization nonlinear-optimization mixed-integer-programming mixed-integer-optimization mixed-integer-linear-programming

Created 2016-06-18

1,138 commits to master branch, last one about a month ago

bsd-3-clause

Python API for AMPL

mip ampl milp amplpy python optimization modeling-language linear-programming integer-programming linear-optimization nonlinear-programming nonlinear-optimization mixed-integer-programming integer-linear-programming mixed-integer-optimization

Created 2017-06-27

762 commits to master branch, last one 11 days ago