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24 lines
629 B
24 lines
629 B
from os.path import dirname
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import numpy as np
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from scipy.stats import uniform, randint
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from miplearn.collectors.basic import BasicCollector
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from miplearn.io import write_pkl_gz
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from miplearn.problems.stab import (
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MaxWeightStableSetGenerator,
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build_stab_model,
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)
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np.random.seed(42)
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gen = MaxWeightStableSetGenerator(
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w=uniform(10.0, scale=1.0),
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n=randint(low=50, high=51),
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p=uniform(loc=0.5, scale=0.0),
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fix_graph=True,
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)
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data = gen.generate(3)
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data_filenames = write_pkl_gz(data, dirname(__file__), prefix="stab-n50-")
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collector = BasicCollector()
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collector.collect(data_filenames, build_stab_model)
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