Index

A

adaptiveImplicitMLE (class in pyepo.func.perturbed) adaptiveImplicitMLEFunc (class in pyepo.func.perturbed) addConstr() (pyepo.model.bases.tspABBase method) (pyepo.model.copt.coptmodel.optCoptModel method) (pyepo.model.grb.grbmodel.optGrbModel method) (pyepo.model.mpax.mpaxmodel.optMpaxModel method) (pyepo.model.omo.omomodel.optOmoModel method) (pyepo.model.opt.optModel method) (pyepo.model.ort.ortcpmodel.optOrtCpModel method) (pyepo.model.ort.ortmodel.optOrtModel method)

alpha (pyepo.func.perturbed.adaptiveImplicitMLE attribute) arcs (pyepo.model.bases.shortestPathBase attribute) (pyepo.model.opt.optModel attribute) autoSklearnPred() (in module pyepo.twostage.autosklearnpred)

B

backward() (pyepo.func.blackbox.blackboxOptFunc static method) (pyepo.func.blackbox.negativeIdentityFunc static method) (pyepo.func.perturbed.adaptiveImplicitMLEFunc static method) (pyepo.func.perturbed.implicitMLEFunc static method) (pyepo.func.perturbed.perturbedFenchelYoungFunc static method) (pyepo.func.perturbed.perturbedOptFunc static method) (pyepo.func.regularized.regularizedFrankWolfeFenchelYoungFunc static method) (pyepo.func.regularized.regularizedFrankWolfeOptFunc static method) (pyepo.func.surrogate.SPOPlusFunc static method)

blackboxOpt (class in pyepo.func.blackbox) blackboxOptFunc (class in pyepo.func.blackbox)

C

calRegret() (in module pyepo.metric.regret) calUnambRegret() (in module pyepo.metric.unambregret) capacity (pyepo.model.bases.knapsackBase attribute) (pyepo.model.copt.vrp.vrpABModel attribute) (pyepo.model.grb.vrp.vrpABModel attribute) (pyepo.model.omo.vrp.vrpABModel attribute) collate_tight_constraints() (in module pyepo.data.dataset) compute_regularization() (pyepo.func.regularized.regularizedFrankWolfeOpt method) coneAlignedCosine (class in pyepo.func.cave) contrastiveMAP (class in pyepo.func.contrastive) copy() (pyepo.model.bases.tspABBase method) (pyepo.model.copt.coptmodel.optCoptModel method) (pyepo.model.copt.vrp.vrpABModel method) (pyepo.model.grb.grbmodel.optGrbModel method) (pyepo.model.grb.vrp.vrpABModel method) (pyepo.model.mpax.mpaxmodel.optMpaxModel method) (pyepo.model.omo.omomodel.optOmoModel method) (pyepo.model.omo.vrp.vrpABModel method) (pyepo.model.opt.optModel method) (pyepo.model.ort.ortcpmodel.optOrtCpModel method) (pyepo.model.ort.ortmodel.optOrtModel method)

cost (in module pyepo.model.copt.knapsack) (in module pyepo.model.copt.shortestpath) (in module pyepo.model.grb.knapsack) (in module pyepo.model.grb.shortestpath) (in module pyepo.model.mpax.knapsack) (in module pyepo.model.mpax.shortestpath) (in module pyepo.model.omo.knapsack) (in module pyepo.model.omo.shortestpath) (in module pyepo.model.ort.knapsack) (in module pyepo.model.ort.shortestpath) costs (pyepo.data.dataset.optDataset attribute) (pyepo.data.dataset.optDatasetConstrs attribute) (pyepo.data.dataset.optDatasetKNN attribute) costToNumpy() (in module pyepo.utils) covariance (pyepo.model.bases.portfolioBase attribute) ctrs (pyepo.data.dataset.optDatasetConstrs attribute)

D

demands (pyepo.model.copt.vrp.vrpABModel attribute) (pyepo.model.grb.vrp.vrpABModel attribute) (pyepo.model.omo.vrp.vrpABModel attribute)

device (pyepo.model.mpax.mpaxmodel.optMpaxModel attribute) distribution (pyepo.func.perturbed.adaptiveImplicitMLE attribute) (pyepo.func.perturbed.implicitMLE attribute)

E

edges (pyepo.model.bases.tspABBase attribute) (pyepo.model.copt.vrp.vrpABModel attribute) (pyepo.model.grb.vrp.vrpABModel attribute) (pyepo.model.omo.vrp.vrpABModel attribute)

F

feats (pyepo.data.dataset.optDataset attribute) (pyepo.data.dataset.optDatasetConstrs attribute) (pyepo.data.dataset.optDatasetKNN attribute) find() (pyepo.model.utils.unionFind method) fit() (pyepo.twostage.autosklearnpred.NoPreprocessing method) forward() (pyepo.func.abcmodule.optModule method) (pyepo.func.blackbox.blackboxOpt method) (pyepo.func.blackbox.blackboxOptFunc static method) (pyepo.func.blackbox.negativeIdentity method) (pyepo.func.blackbox.negativeIdentityFunc static method) (pyepo.func.cave.coneAlignedCosine method) (pyepo.func.contrastive.contrastiveMAP method) (pyepo.func.contrastive.noiseContrastiveEstimation method) (pyepo.func.perturbed.adaptiveImplicitMLE method) (pyepo.func.perturbed.implicitMLE method) (pyepo.func.perturbed.implicitMLEFunc static method) (pyepo.func.perturbed.perturbedFenchelYoung method) (pyepo.func.perturbed.perturbedFenchelYoungFunc static method) (pyepo.func.perturbed.perturbedOpt method) (pyepo.func.perturbed.perturbedOptFunc static method) (pyepo.func.rank.listwiseLTR method) (pyepo.func.rank.pairwiseLTR method) (pyepo.func.rank.pointwiseLTR method) (pyepo.func.regularized.regularizedFrankWolfeFenchelYoung method) (pyepo.func.regularized.regularizedFrankWolfeFenchelYoungFunc static method) (pyepo.func.regularized.regularizedFrankWolfeOpt method) (pyepo.func.regularized.regularizedFrankWolfeOptFunc static method) (pyepo.func.surrogate.perturbationGradient method) (pyepo.func.surrogate.SPOPlus method) (pyepo.func.surrogate.SPOPlusFunc static method)

G

genData() (in module pyepo.data.knapsack) (in module pyepo.data.portfolio) (in module pyepo.data.shortestpath) (in module pyepo.data.tsp) get_hyperparameter_search_space() (pyepo.twostage.autosklearnpred.NoPreprocessing static method) get_properties() (pyepo.twostage.autosklearnpred.NoPreprocessing static method) getArgs() (in module pyepo.utils) getTour() (pyepo.model.bases.tspABBase method) (pyepo.model.copt.tsp.tspGGModelRel method) (pyepo.model.copt.tsp.tspMTZModelRel method) (pyepo.model.copt.vrp.vrpABModel method) (pyepo.model.copt.vrp.vrpMTZModelRel method) (pyepo.model.grb.tsp.tspGGModelRel method) (pyepo.model.grb.tsp.tspMTZModelRel method) (pyepo.model.grb.vrp.vrpABModel method) (pyepo.model.grb.vrp.vrpMTZModelRel method) (pyepo.model.omo.tsp.tspGGModelRel method) (pyepo.model.omo.tsp.tspMTZModelRel method) (pyepo.model.omo.vrp.vrpABModel method) (pyepo.model.omo.vrp.vrpMTZModelRel method)

getTspTour() (in module pyepo.model.utils) grad_norm_avg (pyepo.func.perturbed.adaptiveImplicitMLE attribute) grid (pyepo.model.bases.shortestPathBase attribute)

I

implicitMLE (class in pyepo.func.perturbed) implicitMLEFunc (class in pyepo.func.perturbed)

inner_ratio (pyepo.func.cave.coneAlignedCosine attribute) items (pyepo.model.bases.knapsackBase attribute)

K

k (pyepo.data.dataset.optDatasetKNN attribute) knapsackBase (class in pyepo.model.bases) knapsackCpModel (class in pyepo.model.ort.knapsack) knapsackModel (class in pyepo.model.copt.knapsack) (class in pyepo.model.grb.knapsack) (class in pyepo.model.mpax.knapsack) (class in pyepo.model.omo.knapsack) (class in pyepo.model.ort.knapsack)

knapsackModelRel (class in pyepo.model.copt.knapsack) (class in pyepo.model.grb.knapsack) (class in pyepo.model.omo.knapsack) (class in pyepo.model.ort.knapsack)

L

lambd (pyepo.func.blackbox.blackboxOpt attribute) (pyepo.func.perturbed.implicitMLE attribute) (pyepo.func.regularized.regularizedFrankWolfeFenchelYoung attribute) (pyepo.func.regularized.regularizedFrankWolfeOpt attribute)

listwiseLTR (class in pyepo.func.rank) logger (in module pyepo.data.dataset) (in module pyepo.func.abcmodule) (in module pyepo.func.utils) (in module pyepo.metric.unambregret)

M

makeAutoSkScorer() (in module pyepo.metric.metrics) makeSkScorer() (in module pyepo.metric.metrics) makeTestMSEScorer() (in module pyepo.metric.metrics) max_iter (pyepo.func.cave.coneAlignedCosine attribute) (pyepo.func.regularized.regularizedFrankWolfeFenchelYoung attribute) (pyepo.func.regularized.regularizedFrankWolfeOpt attribute) MAXIMIZE (in module pyepo.EPO) (pyepo.EPO.ModelSense attribute) MINIMIZE (in module pyepo.EPO) (pyepo.EPO.ModelSense attribute) model (pyepo.data.dataset.optDataset attribute) (pyepo.data.dataset.optDatasetConstrs attribute) (pyepo.data.dataset.optDatasetKNN attribute) ModelSense (class in pyepo.EPO) modelSense (pyepo.model.bases.knapsackBase attribute) (pyepo.model.bases.portfolioBase attribute) (pyepo.model.opt.optModel attribute) module pyepo pyepo.data pyepo.data.dataset pyepo.data.knapsack pyepo.data.portfolio pyepo.data.shortestpath pyepo.data.tsp pyepo.EPO pyepo.func pyepo.func.abcmodule pyepo.func.blackbox pyepo.func.cave pyepo.func.contrastive pyepo.func.perturbed pyepo.func.rank pyepo.func.regularized pyepo.func.surrogate pyepo.func.utils pyepo.metric pyepo.metric.metrics pyepo.metric.mse pyepo.metric.regret pyepo.metric.unambregret pyepo.model pyepo.model.bases pyepo.model.copt pyepo.model.copt.coptmodel pyepo.model.copt.knapsack pyepo.model.copt.portfolio pyepo.model.copt.shortestpath pyepo.model.copt.tsp pyepo.model.copt.vrp pyepo.model.grb pyepo.model.grb.grbmodel pyepo.model.grb.knapsack pyepo.model.grb.portfolio pyepo.model.grb.shortestpath pyepo.model.grb.tsp pyepo.model.grb.vrp pyepo.model.mpax pyepo.model.mpax.knapsack pyepo.model.mpax.mpaxmodel pyepo.model.mpax.shortestpath pyepo.model.omo pyepo.model.omo.knapsack pyepo.model.omo.omomodel pyepo.model.omo.portfolio pyepo.model.omo.shortestpath pyepo.model.omo.tsp pyepo.model.omo.vrp pyepo.model.opt pyepo.model.ort pyepo.model.ort.knapsack pyepo.model.ort.ortcpmodel pyepo.model.ort.ortmodel pyepo.model.ort.shortestpath pyepo.model.utils pyepo.twostage pyepo.twostage.autosklearnpred pyepo.twostage.sklearnpred pyepo.utils

MSE() (in module pyepo.metric.mse)

N

n_iterations (pyepo.func.utils.sumGammaDistribution attribute) n_samples (pyepo.func.perturbed.adaptiveImplicitMLE attribute) (pyepo.func.perturbed.implicitMLE attribute) (pyepo.func.perturbed.perturbedFenchelYoung attribute) (pyepo.func.perturbed.perturbedOpt attribute) negativeIdentity (class in pyepo.func.blackbox) negativeIdentityFunc (class in pyepo.func.blackbox) nodes (pyepo.model.bases.tspABBase attribute) (pyepo.model.copt.vrp.vrpABModel attribute) (pyepo.model.grb.vrp.vrpABModel attribute) (pyepo.model.omo.vrp.vrpABModel attribute) noiseContrastiveEstimation (class in pyepo.func.contrastive) NoPreprocessing (class in pyepo.twostage.autosklearnpred) num_assets (pyepo.model.bases.portfolioBase attribute) num_cost (pyepo.model.bases.knapsackBase property) (pyepo.model.bases.portfolioBase property) (pyepo.model.bases.shortestPathBase property) (pyepo.model.bases.tspABBase property) (pyepo.model.copt.vrp.vrpABModel property) (pyepo.model.grb.grbmodel.optGrbModel property) (pyepo.model.grb.vrp.vrpABModel property) (pyepo.model.mpax.mpaxmodel.optMpaxModel property) (pyepo.model.omo.vrp.vrpABModel property) (pyepo.model.opt.optModel property)

num_nodes (in module pyepo.model.copt.tsp) (in module pyepo.model.omo.tsp) (pyepo.model.bases.tspABBase attribute) (pyepo.model.copt.vrp.vrpABModel attribute) (pyepo.model.grb.vrp.vrpABModel attribute) (pyepo.model.omo.vrp.vrpABModel attribute) num_vars (in module pyepo.model.ort.ortmodel) num_vehicle (pyepo.model.copt.vrp.vrpABModel attribute) (pyepo.model.grb.vrp.vrpABModel attribute) (pyepo.model.omo.vrp.vrpABModel attribute)

O

objs (pyepo.data.dataset.optDataset attribute) (pyepo.data.dataset.optDatasetConstrs attribute) (pyepo.data.dataset.optDatasetKNN attribute) optCoptModel (class in pyepo.model.copt.coptmodel) optDataset (class in pyepo.data.dataset) optDatasetConstrs (class in pyepo.data.dataset) optDatasetKNN (class in pyepo.data.dataset) optGrbModel (class in pyepo.model.grb.grbmodel) optModel (class in pyepo.model.opt)

optmodel (in module pyepo.model.copt.portfolio) (in module pyepo.model.grb.portfolio) (in module pyepo.model.omo.portfolio) (pyepo.func.abcmodule.optModule attribute) optModule (class in pyepo.func.abcmodule) optMpaxModel (class in pyepo.model.mpax.mpaxmodel) (in module pyepo.data.dataset) optOmoModel (class in pyepo.model.omo.omomodel) optOrtCpModel (class in pyepo.model.ort.ortcpmodel) optOrtModel (class in pyepo.model.ort.ortmodel)

P

pairwiseLTR (class in pyepo.func.rank) parent (pyepo.model.utils.unionFind attribute) perturbationGradient (class in pyepo.func.surrogate) perturbedFenchelYoung (class in pyepo.func.perturbed) perturbedFenchelYoungFunc (class in pyepo.func.perturbed) perturbedFenchelYoungMul (class in pyepo.func.perturbed) perturbedOpt (class in pyepo.func.perturbed) perturbedOptFunc (class in pyepo.func.perturbed) perturbedOptMul (class in pyepo.func.perturbed) pointwiseLTR (class in pyepo.func.rank) portfolioBase (class in pyepo.model.bases) portfolioModel (class in pyepo.model.copt.portfolio) (class in pyepo.model.grb.portfolio) (class in pyepo.model.omo.portfolio) processes (pyepo.func.abcmodule.optModule attribute) pyepo module pyepo.data module pyepo.data.dataset module pyepo.data.knapsack module pyepo.data.portfolio module pyepo.data.shortestpath module pyepo.data.tsp module pyepo.EPO module pyepo.func module pyepo.func.abcmodule module pyepo.func.blackbox module pyepo.func.cave module pyepo.func.contrastive module pyepo.func.perturbed module pyepo.func.rank module pyepo.func.regularized module pyepo.func.surrogate module pyepo.func.utils module pyepo.metric module pyepo.metric.metrics module pyepo.metric.mse module pyepo.metric.regret module pyepo.metric.unambregret module pyepo.model module pyepo.model.bases module pyepo.model.copt module pyepo.model.copt.coptmodel module

pyepo.model.copt.knapsack module pyepo.model.copt.portfolio module pyepo.model.copt.shortestpath module pyepo.model.copt.tsp module pyepo.model.copt.vrp module pyepo.model.grb module pyepo.model.grb.grbmodel module pyepo.model.grb.knapsack module pyepo.model.grb.portfolio module pyepo.model.grb.shortestpath module pyepo.model.grb.tsp module pyepo.model.grb.vrp module pyepo.model.mpax module pyepo.model.mpax.knapsack module pyepo.model.mpax.mpaxmodel module pyepo.model.mpax.shortestpath module pyepo.model.omo module pyepo.model.omo.knapsack module pyepo.model.omo.omomodel module pyepo.model.omo.portfolio module pyepo.model.omo.shortestpath module pyepo.model.omo.tsp module pyepo.model.omo.vrp module pyepo.model.opt module pyepo.model.ort module pyepo.model.ort.knapsack module pyepo.model.ort.ortcpmodel module pyepo.model.ort.ortmodel module pyepo.model.ort.shortestpath module pyepo.model.utils module pyepo.twostage module pyepo.twostage.autosklearnpred module pyepo.twostage.sklearnpred module pyepo.utils module

Q

Q (pyepo.model.mpax.mpaxmodel.optMpaxModel attribute)

R

Reduction (in module pyepo.func.abcmodule) reduction (pyepo.func.abcmodule.optModule attribute) regret() (in module pyepo.metric.regret) regularizedFrankWolfeFenchelYoung (class in pyepo.func.regularized) regularizedFrankWolfeFenchelYoungFunc (class in pyepo.func.regularized) regularizedFrankWolfeOpt (class in pyepo.func.regularized) regularizedFrankWolfeOptFunc (class in pyepo.func.regularized) relax() (pyepo.model.copt.knapsack.knapsackModel method) (pyepo.model.copt.knapsack.knapsackModelRel method) (pyepo.model.copt.tsp.tspGGModel method) (pyepo.model.copt.tsp.tspGGModelRel method) (pyepo.model.copt.tsp.tspMTZModel method) (pyepo.model.copt.tsp.tspMTZModelRel method) (pyepo.model.copt.vrp.vrpMTZModel method) (pyepo.model.copt.vrp.vrpMTZModelRel method) (pyepo.model.grb.knapsack.knapsackModel method) (pyepo.model.grb.knapsack.knapsackModelRel method) (pyepo.model.grb.tsp.tspGGModel method) (pyepo.model.grb.tsp.tspGGModelRel method) (pyepo.model.grb.tsp.tspMTZModel method) (pyepo.model.grb.tsp.tspMTZModelRel method) (pyepo.model.grb.vrp.vrpMTZModel method) (pyepo.model.grb.vrp.vrpMTZModelRel method) (pyepo.model.omo.knapsack.knapsackModel method) (pyepo.model.omo.knapsack.knapsackModelRel method) (pyepo.model.omo.tsp.tspGGModel method) (pyepo.model.omo.tsp.tspGGModelRel method) (pyepo.model.omo.tsp.tspMTZModel method) (pyepo.model.omo.tsp.tspMTZModelRel method) (pyepo.model.omo.vrp.vrpMTZModel method) (pyepo.model.omo.vrp.vrpMTZModelRel method) (pyepo.model.opt.optModel method) (pyepo.model.ort.knapsack.knapsackModel method) (pyepo.model.ort.knapsack.knapsackModelRel method) (pyepo.model.ort.ortcpmodel.optOrtCpModel method)

relu (pyepo.func.rank.pairwiseLTR attribute) risk_level (pyepo.model.bases.portfolioBase attribute) rnd (pyepo.func.utils.sumGammaDistribution attribute)

S

sample() (pyepo.func.utils.sumGammaDistribution method) seed (pyepo.func.perturbed.perturbedFenchelYoung attribute) (pyepo.func.perturbed.perturbedOpt attribute) (pyepo.func.utils.sumGammaDistribution attribute) setObj() (pyepo.model.copt.coptmodel.optCoptModel method) (pyepo.model.copt.tsp.tspABModel method) (pyepo.model.copt.tsp.tspDFJModel method) (pyepo.model.copt.vrp.vrpMTZModel method) (pyepo.model.copt.vrp.vrpRCIModel method) (pyepo.model.grb.grbmodel.optGrbModel method) (pyepo.model.grb.tsp.tspABModel method) (pyepo.model.grb.tsp.tspDFJModel method) (pyepo.model.grb.vrp.vrpMTZModel method) (pyepo.model.grb.vrp.vrpRCIModel method) (pyepo.model.mpax.mpaxmodel.optMpaxModel method) (pyepo.model.omo.omomodel.optOmoModel method) (pyepo.model.opt.optModel method) (pyepo.model.ort.ortcpmodel.optOrtCpModel method) (pyepo.model.ort.ortmodel.optOrtModel method) shortestPathBase (class in pyepo.model.bases) shortestPathCpModel (class in pyepo.model.ort.shortestpath) shortestPathModel (class in pyepo.model.copt.shortestpath) (class in pyepo.model.grb.shortestpath) (class in pyepo.model.mpax.shortestpath) (class in pyepo.model.omo.shortestpath) (class in pyepo.model.ort.shortestpath) sigma (pyepo.func.perturbed.adaptiveImplicitMLE attribute) (pyepo.func.perturbed.implicitMLE attribute) (pyepo.func.perturbed.perturbedFenchelYoung attribute) (pyepo.func.perturbed.perturbedOpt attribute) (pyepo.func.surrogate.perturbationGradient attribute) skip_infeas (pyepo.data.dataset.optDatasetConstrs attribute) sklearnPred() (in module pyepo.twostage.sklearnpred) solpool (pyepo.func.abcmodule.optModule attribute) sols (pyepo.data.dataset.optDataset attribute) (pyepo.data.dataset.optDatasetConstrs attribute) (pyepo.data.dataset.optDatasetKNN attribute)

solve() (pyepo.model.copt.coptmodel.optCoptModel method) (pyepo.model.copt.tsp.tspABModel method) (pyepo.model.copt.tsp.tspDFJModel method) (pyepo.model.copt.tsp.tspGGModelRel method) (pyepo.model.copt.tsp.tspMTZModelRel method) (pyepo.model.copt.vrp.vrpMTZModel method) (pyepo.model.copt.vrp.vrpMTZModelRel method) (pyepo.model.copt.vrp.vrpRCIModel method) (pyepo.model.grb.grbmodel.optGrbModel method) (pyepo.model.grb.tsp.tspABModel method) (pyepo.model.grb.tsp.tspDFJModel method) (pyepo.model.grb.tsp.tspGGModelRel method) (pyepo.model.grb.tsp.tspMTZModelRel method) (pyepo.model.grb.vrp.vrpMTZModel method) (pyepo.model.grb.vrp.vrpMTZModelRel method) (pyepo.model.grb.vrp.vrpRCIModel method) (pyepo.model.mpax.mpaxmodel.optMpaxModel method) (pyepo.model.omo.omomodel.optOmoModel method) (pyepo.model.omo.tsp.tspABModel method) (pyepo.model.omo.tsp.tspGGModelRel method) (pyepo.model.omo.tsp.tspMTZModelRel method) (pyepo.model.omo.vrp.vrpMTZModel method) (pyepo.model.omo.vrp.vrpMTZModelRel method) (pyepo.model.opt.optModel method) (pyepo.model.ort.ortcpmodel.optOrtCpModel method) (pyepo.model.ort.ortmodel.optOrtModel method) solve_ratio (pyepo.func.abcmodule.optModule attribute) (pyepo.func.cave.coneAlignedCosine attribute) solver (pyepo.model.omo.omomodel.optOmoModel attribute) (pyepo.model.ort.ortmodel.optOrtModel attribute) SPOError() (in module pyepo.metric.metrics) SPOPlus (class in pyepo.func.surrogate) SPOPlusFunc (class in pyepo.func.surrogate) step (pyepo.func.perturbed.adaptiveImplicitMLE attribute) sumGammaDistribution (class in pyepo.func.utils)

T

testMSE() (in module pyepo.metric.metrics) tol (pyepo.func.regularized.regularizedFrankWolfeFenchelYoung attribute) (pyepo.func.regularized.regularizedFrankWolfeOpt attribute) transform() (pyepo.twostage.autosklearnpred.NoPreprocessing method) tspABBase (class in pyepo.model.bases) tspABModel (class in pyepo.model.copt.tsp) (class in pyepo.model.grb.tsp) (class in pyepo.model.omo.tsp) tspDFJModel (class in pyepo.model.copt.tsp) (class in pyepo.model.grb.tsp) tspGGModel (class in pyepo.model.copt.tsp) (class in pyepo.model.grb.tsp) (class in pyepo.model.omo.tsp)

tspGGModelRel (class in pyepo.model.copt.tsp) (class in pyepo.model.grb.tsp) (class in pyepo.model.omo.tsp) tspMTZModel (class in pyepo.model.copt.tsp) (class in pyepo.model.grb.tsp) (class in pyepo.model.omo.tsp) tspMTZModelRel (class in pyepo.model.copt.tsp) (class in pyepo.model.grb.tsp) (class in pyepo.model.omo.tsp) two_sides (pyepo.func.perturbed.adaptiveImplicitMLE attribute) (pyepo.func.perturbed.implicitMLE attribute) (pyepo.func.surrogate.perturbationGradient attribute)

U

unambRegret() (in module pyepo.metric.unambregret) union() (pyepo.model.utils.unionFind method) unionFind (class in pyepo.model.utils)

use_sparse_matrix (pyepo.model.mpax.knapsack.knapsackModel attribute) (pyepo.model.mpax.mpaxmodel.optMpaxModel attribute) (pyepo.model.mpax.shortestpath.shortestPathModel attribute)

V

variance_reduction (pyepo.func.perturbed.perturbedOpt attribute) vrpABModel (class in pyepo.model.copt.vrp) (class in pyepo.model.grb.vrp) (class in pyepo.model.omo.vrp) vrpMTZModel (class in pyepo.model.copt.vrp) (class in pyepo.model.grb.vrp) (class in pyepo.model.omo.vrp)

vrpMTZModelRel (class in pyepo.model.copt.vrp) (class in pyepo.model.grb.vrp) (class in pyepo.model.omo.vrp) vrpRCIModel (class in pyepo.model.copt.vrp) (class in pyepo.model.grb.vrp)

W

weight (pyepo.data.dataset.optDatasetKNN attribute)

weights (pyepo.model.bases.knapsackBase attribute)

Κ

κ (pyepo.func.utils.sumGammaDistribution attribute)