4 results found Sort:

cog-imperial
OMLT cog-imperial
57
254
other
14
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
520 commits to main branch, last one about a month ago
hwiberg
OptiCL hwiberg
18
108
mit
6
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
scipopt
SCIP.jl scipopt
23
90
mit
11
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
1,113 commits to master branch, last one 27 days ago
ampl
amplpy ampl
19
60
bsd-3-clause
14
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
678 commits to master branch, last one about a month ago