combinatorial-optimization

google / or-tools

Google's Operations Research tools:

翻译 - Google的运营研究工具：

combinatorial-optimization linear-programming operations-research optimization or-tools

C++ 11.69 k

1 天前

Thinklab-SJTU / awesome-ml4co

#计算机科学#Awesome machine learning for combinatorial optimization papers.

机器学习 combinatorial-optimization operations-research paper-list

Python 1.81 k

2 天前

Thinklab-SJTU / ThinkMatch

A research protocol for deep graph matching.

combinatorial-optimization

Python 854

6 个月前

ai4co / rl4co

A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

combinatorial-optimization reinforcement-learning benchmark hydra pytorch-lightning operations-research attention-model cvrp tsp attention scheduling vehicle-routing-problem

Python 527

8 天前

d-krupke / cpsat-primer

The CP-SAT Primer: Using and Understanding Google OR-Tools' CP-SAT Solver

optimization combinatorial-optimization operations-research

Jupyter Notebook 435

20 天前

ebrahimpichka / awesome-optimization

#Awesome#A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.

combinatorial-optimization convex-optimization linear-programming mathematical-optimization operations-research optimization stochastic-optimization Awesome Lists

394

3 个月前

ds4dm / ecole

Extensible Combinatorial Optimization Learning Environments

markov-decision-processes combinatorial-optimization 机器学习 gym

C++ 338

2 年前

Thinklab-SJTU / pygmtools

#计算机科学#A Python Graph Matching Toolkit.

combinatorial-optimization 深度学习 python-library

Python 326

5 个月前

accel-brain / accel-brain-code

#计算机科学#The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics...

深度学习 deep-reinforcement-learning reinforcement-learning q-learning restricted-boltzmann-machine simulated-annealing quantum-monte-carlo combinatorial-optimization transfer-learning lstm multi-agent-reinforcement-learning deep-q-network semi-supervised-learning Generative Adversarial Network energy-based-model self-supervised-learning

Python 313

1 年前

chaitjo / graph-convnet-tsp

#计算机科学#Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)

深度学习 combinatorial-optimization travelling-salesman-problem PyTorch geometric-deep-learning graph-neural-networks

Python 312

3 年前

ai4co / awesome-fm4co

#Awesome#Recent research papers about Foundation Models for Combinatorial Optimization

Awesome Lists combinatorial-optimization foundation-models lists 机器学习

229

15 天前

chaitjo / learning-tsp

#计算机科学#Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)

深度学习 graph-neural-networks combinatorial-optimization tsp travelling-salesman-problem PyTorch graph-representation-learning transformers

Jupyter Notebook 222