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Alinson S. Xavier
2020-02-21 15:03:33 -06:00
parent 7d8279a3bb
commit 4ab957b686
28 changed files with 87 additions and 87 deletions
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miplearn/components/__init__.py
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# MIPLearn: Extensible Framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.

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miplearn/components/branching.jl
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# MIPLearn, an extensible framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright © 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
# Written by Alinson S. Xavier <axavier@anl.gov>
# MIPLearn: Extensible Framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
import Base.Threads.@threads
using TinyBnB, CPLEXW, Printf

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miplearn/components/branching.py
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# MIPLearn, an extensible framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright © 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
# Written by Alinson S. Xavier <axavier@anl.gov>
# MIPLearn: Extensible Framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
from .component import Component
from ..extractors import Extractor

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miplearn/components/component.py
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# MIPLearn, an extensible framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright © 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
# Written by Alinson S. Xavier <axavier@anl.gov>
# MIPLearn: Extensible Framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
from abc import ABC, abstractmethod

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miplearn/components/tests/__init__.py
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# MIPLearn: Extensible Framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.

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miplearn/components/tests/test_branching.py
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# MIPLearn, an extensible framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright © 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
# Written by Alinson S. Xavier <axavier@anl.gov>
# MIPLearn: Extensible Framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
from miplearn import BranchPriorityComponent, LearningSolver
from miplearn.problems.knapsack import KnapsackInstance

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miplearn/components/tests/test_warmstart.py
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# MIPLearn, an extensible framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright © 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
# Written by Alinson S. Xavier <axavier@anl.gov>
# MIPLearn: Extensible Framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
from miplearn import WarmStartComponent, LearningSolver
from miplearn.problems.knapsack import KnapsackInstance

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miplearn/components/tests/test_warmstart_knn.py
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# MIPLearn, an extensible framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright © 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
# Written by Alinson S. Xavier <axavier@anl.gov>
# MIPLearn: Extensible Framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
from miplearn import KnnWarmStartPredictor
from sklearn.metrics import accuracy_score, precision_score

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miplearn/components/tests/test_warmstart_logistic.py
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# MIPLearn, an extensible framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright © 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
# Written by Alinson S. Xavier <axavier@anl.gov>
# MIPLearn: Extensible Framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
from miplearn import LogisticWarmStartPredictor
from sklearn.metrics import accuracy_score, precision_score

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miplearn/components/warmstart.py
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# MIPLearn, an extensible framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright © 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
# Written by Alinson S. Xavier <axavier@anl.gov>
# MIPLearn: Extensible Framework for Learning-Enhanced Mixed-Integer Optimization
# Copyright (C) 2020, UChicago Argonne, LLC. All rights reserved.
# Released under the modified BSD license. See COPYING.md for more details.
from .component import Component
from ..extractors import *