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  • Shanghai Jiao Tong University
  • Shanghai, China

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  1. Thinklab-SJTU/awesome-ml4co Thinklab-SJTU/awesome-ml4co Public

    Awesome machine learning for combinatorial optimization papers.

    Python 1.9k 216

  2. Thinklab-SJTU/UniCO Thinklab-SJTU/UniCO Public

    [ICLR 2025] UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP

    Python 7

  3. Thinklab-SJTU/ML4TSPBench Thinklab-SJTU/ML4TSPBench Public

    Official implementation of ICLR 2025 paper: "Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search".

    C 34

  4. Thinklab-SJTU/ML4CO-Kit Thinklab-SJTU/ML4CO-Kit Public

    A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).

    C++ 46 5

  5. Thinklab-SJTU/pygmtools Thinklab-SJTU/pygmtools Public

    A Python Graph Matching Toolkit.

    Python 334 19

  6. Thinklab-SJTU/PPO-BiHyb Thinklab-SJTU/PPO-BiHyb Public

    Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".

    Python 99 16