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

   Awesome machine learning for combinatorial optimization papers.

   Python 1.7k 201

2. Thinklab-SJTU/ThinkMatch Thinklab-SJTU/ThinkMatch Public

   A research protocol for deep graph matching.

   Python 834 118

3. Thinklab-SJTU/pygmtools Thinklab-SJTU/pygmtools Public

   A Python Graph Matching Toolkit.

   Python 308 19

4. 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 93 16

5. Thinklab-SJTU/LinSATNet Thinklab-SJTU/LinSATNet Public

   Official implementation of our ICML 2023 paper "LinSATNet: The Positive Linear Satisfiability Neural Networks".

   Python 51 3

6. Thinklab-SJTU/NAR-CO-Solver Thinklab-SJTU/NAR-CO-Solver Public

   Official implementation non-autoregressive combinatorial optimizaiton solvers, covering our ICLR 2023 paper and SCIENTIA SINICA Informationis paper

   Python 30 5