Repositories list

• awesome-ml4co

  Public
  Awesome machine learning for combinatorial optimization papers.

  operations-researchcombinatorial-optimizationpaper-list+ 1machine-learning

  Python

  •207•1.8k•0•3•Updated Feb 27, 2025Feb 27, 2025

• ML4CO-Kit

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

  C++

  •

  Other

  •2•24•0•1•Updated Feb 26, 2025Feb 26, 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•2•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

  •71•1.1k•18•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-model+ 2diffusioncombinatorial-optimization

  Python

  •

  MIT License

  •7•59•1•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•7•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•206•9•1•Updated Dec 2, 2024Dec 2, 2024

• EDA-AI

  Public
  Implementations of DeepPlace, PRNet, HubRouter, PreRoutGNN and FlexPlanner.

  deep-learningroutingpytorch+ 4placementfloorplanai4edaeda-ai

  Raku

  •

  MIT License

  •49•226•11•0•Updated Nov 26, 2024Nov 26, 2024

• PredictiveCO-Benchmark

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

  Python

  •1•18•1•0•Updated Oct 24, 2024Oct 24, 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-matching+ 1combinatorial-optimization

  Python

  •

  Other

  •20•325•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

  •58•1.2k•2•1•Updated Sep 25, 2024Sep 25, 2024

• ThinkMatch

  Public
  A research protocol for deep graph matching.

  graph-matchingcombinatorial-optimizationquadratic-assignment-problem+ 1neural-graph-matching

  Python

  •

  Other

  •120•851•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•4•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-models+ 2llmllm4eda

  15•164•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•2•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

• 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

  •

  GNU General Public License v3.0

  •0•11•0•0•Updated May 4, 2024May 4, 2024

• LinSATNet

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

  Python

  •

  MIT License

  •4•63•1•0•Updated Apr 12, 2024Apr 12, 2024