facebookresearch / CL-LNS
Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning
☆37Updated last year
Alternatives and similar repositories for CL-LNS:
Users that are interested in CL-LNS are comparing it to the libraries listed below
- ☆23Updated 11 months ago
- ☆40Updated 7 months ago
- ☆30Updated 2 years ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆96Updated last year
- Official implementation non-autoregressive combinatorial optimizaiton solvers, covering our ICLR 2023 paper and SCIENTIA SINICA Informati…☆36Updated 4 months ago
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆18Updated 2 months ago
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆25Updated 3 years ago
- ☆16Updated 6 years ago
- ☆19Updated 2 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆46Updated last year
- ☆21Updated 2 years ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆61Updated last year
- [NeurIPS 2023] Learning to Configure Separators in Branch-and-Cut☆20Updated 10 months ago
- Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)☆34Updated 5 months ago
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆58Updated this week
- ☆17Updated 3 months ago
- A peper list for machine learning models solving combinatorial problems, NP-hard problems and problems in graphs.☆14Updated 4 years ago
- ☆21Updated 2 years ago
- ☆35Updated last year
- This is the source code for solving the Traveling Salesman Problems (TSP) using Monte Carlo tree search (MCTS).☆30Updated 5 years ago
- Predict and search framework for MilP☆47Updated 2 years ago
- Attention based model for learning to solve different routing problems☆37Updated 2 years ago
- ☆23Updated 3 years ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆60Updated 3 months ago
- ☆42Updated 2 years ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆58Updated 5 months ago
- [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optim…☆10Updated last year
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆55Updated 2 years ago
- ☆23Updated 2 years ago
- This is the code for G2MILP, a deep learning-based mixed-integer linear programming (MILP) instance generator.☆29Updated 3 months ago