Index

A

AbstractModel (class in miplearn.solvers.abstract) add_constrs() (miplearn.solvers.abstract.AbstractModel method) (miplearn.solvers.gurobi.GurobiModel method)

AlvLouWeh2017Extractor (class in miplearn.extractors.AlvLouWeh2017)

B

BasicCollector (class in miplearn.collectors.basic) before_mip() (miplearn.components.primal.expert.ExpertPrimalComponent method) (miplearn.components.primal.indep.IndependentVarsPrimalComponent method) (miplearn.components.primal.joint.JointVarsPrimalComponent method) (miplearn.components.primal.mem.MemorizingPrimalComponent method)

BinPackData (class in miplearn.problems.binpack) BinPackGenerator (class in miplearn.problems.binpack) build_binpack_model() (in module miplearn.problems.binpack) build_multiknapsack_model() (in module miplearn.problems.multiknapsack) build_pmedian_model() (in module miplearn.problems.pmedian) build_uc_model() (in module miplearn.problems.uc)

C

close() (miplearn.h5.H5File method) collect() (miplearn.collectors.basic.BasicCollector method)

construct() (miplearn.components.primal.mem.MergeTopSolutions method) (miplearn.components.primal.mem.SelectTopSolutions method) (miplearn.components.primal.mem.SolutionConstructor method)

E

EnforceProximity (class in miplearn.components.primal.actions) ExpertPrimalComponent (class in miplearn.components.primal.expert) extract_after_load() (miplearn.solvers.abstract.AbstractModel method) (miplearn.solvers.gurobi.GurobiModel method)

extract_after_lp() (miplearn.solvers.abstract.AbstractModel method) (miplearn.solvers.gurobi.GurobiModel method) extract_after_mip() (miplearn.solvers.abstract.AbstractModel method) (miplearn.solvers.gurobi.GurobiModel method)

F

fit() (miplearn.classifiers.minprob.MinProbabilityClassifier method) (miplearn.classifiers.singleclass.SingleClassFix method) (miplearn.components.primal.expert.ExpertPrimalComponent method) (miplearn.components.primal.indep.IndependentVarsPrimalComponent method) (miplearn.components.primal.joint.JointVarsPrimalComponent method) (miplearn.components.primal.mem.MemorizingPrimalComponent method) (miplearn.solvers.learning.LearningSolver method)

fix_variables() (miplearn.solvers.abstract.AbstractModel method) (miplearn.solvers.gurobi.GurobiModel method) FixVariables (class in miplearn.components.primal.actions)

G

generate() (miplearn.problems.binpack.BinPackGenerator method) get_array() (miplearn.h5.H5File method) get_bytes() (miplearn.h5.H5File method) get_constr_features() (miplearn.extractors.AlvLouWeh2017.AlvLouWeh2017Extractor method) (miplearn.extractors.fields.H5FieldsExtractor method) get_instance_features() (miplearn.extractors.AlvLouWeh2017.AlvLouWeh2017Extractor method) (miplearn.extractors.fields.H5FieldsExtractor method)

get_scalar() (miplearn.h5.H5File method) get_sparse() (miplearn.h5.H5File method) get_var_features() (miplearn.extractors.AlvLouWeh2017.AlvLouWeh2017Extractor method) (miplearn.extractors.fields.H5FieldsExtractor method) GurobiModel (class in miplearn.solvers.gurobi) gzip() (in module miplearn.io)

H

H5FieldsExtractor (class in miplearn.extractors.fields)

H5File (class in miplearn.h5)

I

IndependentVarsPrimalComponent (class in miplearn.components.primal.indep)

J

JointVarsPrimalComponent (class in miplearn.components.primal.joint)

L

LearningSolver (class in miplearn.solvers.learning)

M

MaxWeightStableSetData (class in miplearn.problems.stab) MaxWeightStableSetGenerator (class in miplearn.problems.stab) MemorizingPrimalComponent (class in miplearn.components.primal.mem) MergeTopSolutions (class in miplearn.components.primal.mem) MinProbabilityClassifier (class in miplearn.classifiers.minprob) MinWeightVertexCoverData (class in miplearn.problems.vertexcover) miplearn.classifiers.minprob module miplearn.classifiers.singleclass module miplearn.collectors.basic module miplearn.components.primal.actions module miplearn.components.primal.expert module miplearn.components.primal.indep module miplearn.components.primal.joint module miplearn.components.primal.mem module miplearn.extractors.AlvLouWeh2017 module miplearn.extractors.fields module miplearn.h5 module miplearn.io module miplearn.problems.binpack module miplearn.problems.multiknapsack module miplearn.problems.pmedian module miplearn.problems.setcover module miplearn.problems.setpack module

miplearn.problems.stab module miplearn.problems.tsp module miplearn.problems.uc module miplearn.problems.vertexcover module miplearn.solvers.abstract module miplearn.solvers.gurobi module miplearn.solvers.learning module module miplearn.classifiers.minprob miplearn.classifiers.singleclass miplearn.collectors.basic miplearn.components.primal.actions miplearn.components.primal.expert miplearn.components.primal.indep miplearn.components.primal.joint miplearn.components.primal.mem miplearn.extractors.AlvLouWeh2017 miplearn.extractors.fields miplearn.h5 miplearn.io miplearn.problems.binpack miplearn.problems.multiknapsack miplearn.problems.pmedian miplearn.problems.setcover miplearn.problems.setpack miplearn.problems.stab miplearn.problems.tsp miplearn.problems.uc miplearn.problems.vertexcover miplearn.solvers.abstract miplearn.solvers.gurobi miplearn.solvers.learning MultiKnapsackData (class in miplearn.problems.multiknapsack) MultiKnapsackGenerator (class in miplearn.problems.multiknapsack)

O

optimize() (miplearn.solvers.abstract.AbstractModel method) (miplearn.solvers.gurobi.GurobiModel method) (miplearn.solvers.learning.LearningSolver method)

P

perform() (miplearn.components.primal.actions.EnforceProximity method) (miplearn.components.primal.actions.FixVariables method) (miplearn.components.primal.actions.PrimalComponentAction method) (miplearn.components.primal.actions.SetWarmStart method) PMedianData (class in miplearn.problems.pmedian) PMedianGenerator (class in miplearn.problems.pmedian)

predict() (miplearn.classifiers.minprob.MinProbabilityClassifier method) (miplearn.classifiers.singleclass.SingleClassFix method) PrimalComponentAction (class in miplearn.components.primal.actions) put_array() (miplearn.h5.H5File method) put_bytes() (miplearn.h5.H5File method) put_scalar() (miplearn.h5.H5File method) put_sparse() (miplearn.h5.H5File method)

R

read_pkl_gz() (in module miplearn.io)

relax() (miplearn.solvers.abstract.AbstractModel method) (miplearn.solvers.gurobi.GurobiModel method)

S

SelectTopSolutions (class in miplearn.components.primal.mem) set_time_limit() (miplearn.solvers.gurobi.GurobiModel method) set_warm_starts() (miplearn.solvers.abstract.AbstractModel method) (miplearn.solvers.gurobi.GurobiModel method)

SetCoverData (class in miplearn.problems.setcover) SetPackData (class in miplearn.problems.setpack) SetWarmStart (class in miplearn.components.primal.actions) SingleClassFix (class in miplearn.classifiers.singleclass) SolutionConstructor (class in miplearn.components.primal.mem)

T

TravelingSalesmanData (class in miplearn.problems.tsp)

TravelingSalesmanGenerator (class in miplearn.problems.tsp)

U

UnitCommitmentData (class in miplearn.problems.uc)

W

write() (miplearn.solvers.abstract.AbstractModel method) (miplearn.solvers.gurobi.GurobiModel method)

write_pkl_gz() (in module miplearn.io)