CERC Data Science For Decision Making

Results 8 repositories owned by CERC Data Science For Decision Making

Tulip.jl

151
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20
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Interior-point solver in pure Julia

ecole

309
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67
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Extensible Combinatorial Optimization Learning Environments

learn2branch

331
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100
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Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)

branch-search-trees

61
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21
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Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)

ml4co-competition

120
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33
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Machine Learning for Combinatorial Optimization - NeurIPS'21 competition

sparse-gcn

17
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4
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Sparse graph attention

learn2branch-ecole

26
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17
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Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)

learn2comparenodes

17
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6
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Learning to Compare Nodes in Branch and Bound with Graph Neural Networks (NeurIPS 2022)