daunfamily's starred repositories

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

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course22

The fast.ai course notebooks

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vroom

Vehicle Routing Open-source Optimization Machine

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VRP-RL

Reinforcement Learning for Solving the Vehicle Routing Problem

ALNS

Adaptive large neighbourhood search (and more!) in Python.

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rsome

Robust Stochastic Optimization Made Easy

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DRL-and-graph-neural-network-for-routing-problems

This is the official code for the published paper 'Solve routing problems with a residual edge-graph attention neural network'

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CPLEX.jl

A Julia interface to the CPLEX solver

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BilevelJuMP.jl

Bilevel optimization in JuMP

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VRP-DACT

This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has been accepted at NeurIPS 2021.

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adaptive-large-neighbourhood-search

ALNS header-only library (loosely) based on the original implementation by Stefan Ropke.

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cplex-example

Solving a TSP with the CPLEX C++ API.

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Branch-and-price-

This is my implementation of a branch and price algorithm to solve the humanitarian aid distribution problem. This problem is a VRP with a specific objective function

marine-debris.github.io

Quick Start Guide for MARIDA (Marine Debris Archive)

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maritime-vrp

Branch-and-price solver for the Feeder Network Design Problem

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vrp-espprc

Elementary Shortest Path Problem with Resource Constraints

SADMA

SADMA: SAtellite baseD MArine debris detection

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TrackMPD

A 3D numerical model to Track Marine Plastic Debris

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Floating-Marine-Debris-Data

This repository contains data from Sentinel-2 imagery on floating marine debris, with annotations for six debris classes, including plastic, driftwood, seaweed, pumice, sea snot, and sea foam.

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VRPTW

Branch-price-and-cut code for the VRPTW

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cvrptw-optimization

Capacitated vehicle routing with time windows (CVRPTW) optimization

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vrp-espprc

Elementary Shortest Path Problem with Resource Constraints

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tsp

Traveling salesman code based on Gurobi using branch and cut

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VRPTW-BPC-Java

Branch-price-and-cut code for the VRPTW

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VRP-Branch-and-Bound

Java Implementation of Branch and Bound Algorithm for Vehicle Routing Problem

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