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    62 repositories

    • awesome-ml4co

      Public
      Awesome machine learning for combinatorial optimization papers.
      operations-researchcombinatorial-optimizationpaper-listmachine-learning
      Python
      •211•1.8k•0•0•Updated Mar 12, 2025Mar 12, 2025

    • ML4CO-Kit

      Public
      A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).
      C++
      •
      Other
      •3•26•0•0•Updated Mar 10, 2025Mar 10, 2025

    • DriveTransformer

      Public
      1•33•0•0•Updated Mar 7, 2025Mar 7, 2025

    • PredictiveCO-Benchmark

      Public
      [NeurIPS 2024 Datasets and Benchmarks Track] Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime
      Python
      •
      MIT License
      •1•19•1•0•Updated Mar 3, 2025Mar 3, 2025

    • ML4TSPBench

      Public
      C
      •0•9•0•0•Updated Mar 2, 2025Mar 2, 2025

    • EasyNAS

      Public
      Python
      •0•2•0•0•Updated Feb 26, 2025Feb 26, 2025

    • UniCO

      Public
      [ICLR 2025] UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP
      neural-combinatorial-optimization
      Python
      •0•4•0•0•Updated Feb 19, 2025Feb 19, 2025

    • Bench2Drive

      Public
      [NeurIPS 2024 Datasets and Benchmarks Track] Closed-Loop E2E-AD Benchmark Enhanced by World Model RL Expert
      Python
      •
      Other
      •70•1.2k•19•0•Updated Feb 18, 2025Feb 18, 2025

    • LOS

      Public
      Official Implementation of Our ICLR 2025 Paper "Rethinking Classifier Re-Training in Long-Tailed Recognition: Label Over-Smooth Can Balance"
      Python
      •
      MIT License
      •0•2•0•0•Updated Feb 14, 2025Feb 14, 2025

    • BiLAF

      Public
      Official implementation of Our NeurIPS 2024 Paper "Boundary Matters: A Bi-Level Active Finetuning Method"
      Python
      •0•11•0•0•Updated Feb 11, 2025Feb 11, 2025

    • T2TCO

      Public
      [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization
      machine-learninggraphgenerative-modeldiffusioncombinatorial-optimization
      Python
      •
      MIT License
      •7•61•0•0•Updated Jan 27, 2025Jan 27, 2025

    • Fast-T2T

      Public
      [NeurIPS2024] Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization; [NeurIPS2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization
      Python
      •0•8•0•0•Updated Jan 14, 2025Jan 14, 2025

    • ACM-MILP

      Public
      Code for our paper: ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generation
      Python
      •0•11•0•0•Updated Jan 3, 2025Jan 3, 2025

    • Bench2Drive-Jittor

      Public
      Python
      •0•4•0•0•Updated Dec 31, 2024Dec 31, 2024

    • ReLIZO

      Public
      Python
      •0•7•0•0•Updated Dec 30, 2024Dec 30, 2024

    • Bench2DriveZoo

      Public
      BEVFormer, UniAD, VAD in Closed-Loop CARLA Evaluation with World Model RL Expert Think2Drive
      Python
      •
      Other
      •17•210•9•1•Updated Dec 2, 2024Dec 2, 2024

    • EDA-AI

      Public
      Implementations of DeepPlace, PRNet, HubRouter, PreRoutGNN and FlexPlanner.
      deep-learningroutingpytorchplacementfloorplanai4edaeda-ai
      Raku
      •
      MIT License
      •50•227•11•0•Updated Nov 26, 2024Nov 26, 2024

    • ROCO

      Public
      Official Implementation of Our ICLR 2023 paper "ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs".
      C
      •1•20•0•0•Updated Oct 23, 2024Oct 23, 2024

    • pygmtools

      Public
      A Python Graph Matching Toolkit.
      deep-learningpython-librarygraph-matchingcombinatorial-optimization
      Python
      •
      Other
      •20•327•2•0•Updated Oct 21, 2024Oct 21, 2024

    • NAR-CO-Solver

      Public
      Official implementation non-autoregressive combinatorial optimizaiton solvers, covering our ICLR 2023 paper and SCIENTIA SINICA Informationis paper
      Python
      •8•38•1•0•Updated Sep 27, 2024Sep 27, 2024

    • Awesome-LLM4AD

      Public
      A curated list of awesome LLM for Autonomous Driving resources (continually updated)
      Apache License 2.0
      •60•1.2k•2•1•Updated Sep 25, 2024Sep 25, 2024

    • ThinkMatch

      Public
      A research protocol for deep graph matching.
      graph-matchingcombinatorial-optimizationquadratic-assignment-problemneural-graph-matching
      Python
      •
      Other
      •120•858•1•0•Updated Sep 19, 2024Sep 19, 2024

    • JAD

      Public
      0•1•0•0•Updated Sep 12, 2024Sep 12, 2024

    • CornerCaseRepo

      Public
      JavaScript
      •0•0•0•0•Updated Sep 11, 2024Sep 11, 2024

    • LIG-MM

      Public
      C
      •
      GNU General Public License v2.0
      •0•7•1•0•Updated Aug 14, 2024Aug 14, 2024

    • MorphGrower

      Public
      Official implementation for MorphGrower (ICML2024 Oral)
      Python
      •
      MIT License
      •0•5•1•0•Updated Jul 22, 2024Jul 22, 2024

    • UP2ME

      Public
      Official implementation of our ICML 2024 paper "UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework for Multivariate Time Series Analysis"
      Python
      •
      Apache License 2.0
      •0•23•0•1•Updated Jul 17, 2024Jul 17, 2024

    • Awesome-LLM4EDA

      Public
      edapaper-listlarge-language-modelsllmllm4eda
      15•168•0•0•Updated Jul 8, 2024Jul 8, 2024

    • S2TLD

      Public
      Newly released traffic light dataset for small object detection.
      datasetobject-detectiontraffic-lights
      MIT License
      •3•57•3•0•Updated Jun 26, 2024Jun 26, 2024

    • IMCPT-SparseGM-dataset

      Public
      The homepage of IMCPT-SparseGM Dataset for graph matching.
      Python
      •0•4•0•0•Updated Jun 6, 2024Jun 6, 2024