5 results found Sort:

cog-imperial
OMLT cog-imperial
60
303
other
12
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
526 commits to main branch, last one 2 months ago
hwiberg
OptiCL hwiberg
19
119
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
24
101
mit
9
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
1,153 commits to master branch, last one 29 days ago
ampl
amplpy ampl
20
77
bsd-3-clause
12
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
791 commits to master branch, last one 2 days ago
Opt-Mucca
PySCIPOpt-ML Opt-Mucca
0
25
apache-2.0
3
Python interface to automatically formulate Machine Learning models into Mixed-Integer Programs
keras python pytorch sklearn xgboost lightgbm optimization decision-trees neural-networks machine-learning surrogate-models artificial-intelligence mathematical-programming mixed-integer-programming mixed-integer-optimization
Created 2023-12-10
83 commits to main branch, last one 13 days ago