# MIPLearn: Extensible Framework for Learning-Enhanced Mixed-Integer Optimization # Copyright (C) 2020-2023, UChicago Argonne, LLC. All rights reserved. # Released under the modified BSD license. See COPYING.md for more details. global EnforceProximity = PyNULL() global ExpertPrimalComponent = PyNULL() global FixVariables = PyNULL() global IndependentVarsPrimalComponent = PyNULL() global JointVarsPrimalComponent = PyNULL() global MemorizingCutsComponent = PyNULL() global MemorizingLazyComponent = PyNULL() global MemorizingPrimalComponent = PyNULL() global MergeTopSolutions = PyNULL() global MinProbabilityClassifier = PyNULL() global PrimalComponentAction = PyNULL() global SelectTopSolutions = PyNULL() global SetWarmStart = PyNULL() global SingleClassFix = PyNULL() global SolutionConstructor = PyNULL() function __init_components__() copy!( MinProbabilityClassifier, pyimport("miplearn.classifiers.minprob").MinProbabilityClassifier, ) copy!(SingleClassFix, pyimport("miplearn.classifiers.singleclass").SingleClassFix) copy!( PrimalComponentAction, pyimport("miplearn.components.primal.actions").PrimalComponentAction, ) copy!(SetWarmStart, pyimport("miplearn.components.primal.actions").SetWarmStart) copy!(FixVariables, pyimport("miplearn.components.primal.actions").FixVariables) copy!(EnforceProximity, pyimport("miplearn.components.primal.actions").EnforceProximity) copy!( ExpertPrimalComponent, pyimport("miplearn.components.primal.expert").ExpertPrimalComponent, ) copy!( IndependentVarsPrimalComponent, pyimport("miplearn.components.primal.indep").IndependentVarsPrimalComponent, ) copy!( JointVarsPrimalComponent, pyimport("miplearn.components.primal.joint").JointVarsPrimalComponent, ) copy!( SolutionConstructor, pyimport("miplearn.components.primal.mem").SolutionConstructor, ) copy!( MemorizingPrimalComponent, pyimport("miplearn.components.primal.mem").MemorizingPrimalComponent, ) copy!(SelectTopSolutions, pyimport("miplearn.components.primal.mem").SelectTopSolutions) copy!(MergeTopSolutions, pyimport("miplearn.components.primal.mem").MergeTopSolutions) copy!( MemorizingCutsComponent, pyimport("miplearn.components.cuts.mem").MemorizingCutsComponent, ) copy!( MemorizingLazyComponent, pyimport("miplearn.components.lazy.mem").MemorizingLazyComponent, ) end export MinProbabilityClassifier, SingleClassFix, PrimalComponentAction, SetWarmStart, FixVariables, EnforceProximity, ExpertPrimalComponent, IndependentVarsPrimalComponent, JointVarsPrimalComponent, SolutionConstructor, MemorizingPrimalComponent, SelectTopSolutions, MergeTopSolutions, MemorizingCutsComponent, MemorizingLazyComponent