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1. Thinklab-SJTU/PredictiveCO-Benchmark Thinklab-SJTU/PredictiveCO-Benchmark Public

   [NeurIPS 2024 Datasets and Benchmarks Track] Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime

   Python 16 1

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

   Awesome machine learning for combinatorial optimization papers.

   Python 1.7k 204

3. Thinklab-SJTU/GAL-VNE Thinklab-SJTU/GAL-VNE Public

   Official Implementation of KDD 2023 paper: "GAL-VNE: Solving the VNE Problem with Global Reinforcement Learning and Local One-Shot Neural Prediction"

   Python 9

4. PyGNN PyGNN Public

   Official Implementation of KDD 2023 paper: "Pyramid Graph Neural Network: A Graph Sampling and Filtering Approach for Multi-scale Disentangled Representations"

   Python 10

5. humanflow humanflow Public

   Official implementation for UIC-22 "HMES: A Scalable Human Mobility and Epidemic Simulation System with Fast Intervention Modeling"

   C++ 4