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BipartiteMatchingExperiment

Instruction to download the data

For this experiment, we use the cora dataset used in the paper "Melding the data-decisions pipeline: Decision-focused learning for combinatorial optimization." by Bryan Wilder, Bistra Dilkina and Milind Tambe.

  • Run get_data.sh to download preprocessed CORA files
  • Run make_cora_dataset.py to build bipartite graphs and feature vectors associated with each node.

Reproducing the results

In order to reproduce the result, run the files, whose name start with test and use the hyperparameter as stated in Appendix B.