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MIPLearn v0.3

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Alinson S. Xavier
2023-06-08 11:25:39 -05:00
parent 6cc253a903
commit 1ea989d48a
172 changed files with 10495 additions and 24812 deletions
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miplearn/__init__.py
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# MIPLearn: Extensible Framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright (C) 2020-2021, UChicago Argonne, LLC. All rights reserved.
# Copyright (C) 2020-2022, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
from .benchmark import BenchmarkRunner
from .classifiers import Classifier, Regressor
from .classifiers.adaptive import AdaptiveClassifier
from .classifiers.sklearn import ScikitLearnRegressor, ScikitLearnClassifier
from .classifiers.threshold import MinPrecisionThreshold
from .components.component import Component
from .components.dynamic_lazy import DynamicLazyConstraintsComponent
from .components.dynamic_user_cuts import UserCutsComponent
from .components.objective import ObjectiveValueComponent
from .components.primal import PrimalSolutionComponent
from .components.static_lazy import StaticLazyConstraintsComponent
from .instance.base import Instance
from .instance.picklegz import (
PickleGzInstance,
write_pickle_gz,
read_pickle_gz,
write_pickle_gz_multiple,
save,
load,
)
from .log import setup_logger
from .solvers.gurobi import GurobiSolver
from .solvers.internal import InternalSolver
from .solvers.learning import LearningSolver
from .solvers.pyomo.base import BasePyomoSolver
from .solvers.pyomo.cplex import CplexPyomoSolver
from .solvers.pyomo.gurobi import GurobiPyomoSolver