- São Paulo, Brazil
❄️ VRP
Python bindings for OptFrame C++ Functional Core
Quickstart for EURO Meets NeurIPS 2022 Vehicle Routing Competition
Open source routing engine for OpenStreetMap. Use it as Java library or standalone web server.
Solving the Traveling Salesman Problem using Self-Organizing Maps
Vehicle Routing Open-source Optimization Machine
HybridCVRP: A Hybrid Metaheuristic Solver for the Capacitated Vehicle Routing Problem
Implementation of the ''pool and select'' framework for solving the Amazon Last-Mile Routing Research Challenge
Online algorithms for solving large-scale dynamic vehicle routing problems with stochastic requests
Reimplementation of the paper "Attention, Learn to Solve Routing Problems!" in jax/flax.
Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem
Learning a Latent Search Space for Routing Problems using Variational Autoencoders
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
[NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing
OptFrame - C++17 (and C++20) Optimization Framework in Single or Multi-Objective. Supports classic metaheuristics and hyperheuristics: Genetic Algorithm, Simulated Annealing, Tabu Search, Iterated …
Implementation of Stochastic Beam Search using Fairseq
Jupyter notebooks for h3-py, a hierarchical hexagonal geospatial indexing system
PyTorch1.6, TensorFlow2.1, "Attention, Learn to Solve Routing Problems!", Transformer, Deep RL(Policy Gradient, REINFORCE), Capacitated Vehicle Routing Problem
"Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver
Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"
Python wrapper around the Concorde TSP solver
Library to solve Traveling Salesperson Problems with pure Python code
Q-Learning applied to the classic Travelling Salesman Problem
Vehicle Routing Open-source Optimization Machine
TF2 implementation of "Attention, Learn to Solve Routing Problems!" (arXiv:1803.08475) article.