daunfamily's repositories

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TSP-BnB-CP

Branch-and-Bound and Cutting plane algorithme for the TSP

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BandP

Branch-and-Price algorithm

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baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

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Bcp

Branch-Cut-Price Framework

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compare-forecast-models

Energy production of photovoltaic (PV) system is heavily influenced by solar irradiance. Accurate prediction of solar irradiance leads to optimal dispatching of available energy resources and anticipating end-user demand.

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create-react-app

Set up a modern web app by running one command.

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diagnosis_covid19

OpenCovidDetector is an opensource COVID-19 diagnosis system implementing on pytorch, which is also as presented in our paper: Development and evaluation of an artificial intelligence system for COVID-19 diagnosis. Nat Commun 11, 5088 (2020).(https://doi.org/10.1038/s41467-020-18685-1)

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EssayKiller_V2

基于开源GPT2.0的初代创作型人工智能 | 可扩展、可进化

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jsprit

jsprit is a java based, open source toolkit for solving rich vehicle routing problems

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MAAC-1

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

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MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

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neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

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NLNS

Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem

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ocean-garbage-tracker

Messages in Bottles is an online platform containing interactive visualizations and information on coastal plastic waste using remote sensing data from Sentinel-2.

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or-tools

Google's Operations Research tools:

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pymarl

Python Multi-Agent Reinforcement Learning framework

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PySCIPOpt

Python interface for the SCIP Optimization Suite

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Remote-sensing

Remote sensing: objects recognition on the satellite images using Keras.

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SNDHLP

A branch-and-price-and-cut algorithm for service network design and hub location problem

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SYMPHONY

SYMPHONY is an open-source solver, callable library, and development framework for mixed-integer linear programs (MILPs) written in C with a number of unique features

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VeRyPy

A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem.

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vroom

Vehicle Routing Open-source Optimization Machine

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vrp-solver

Capacitated Vehicle Routing Problem with Time Windows (CVRPTW) solver written in Python.

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VRP_MHA

Attention learn to solve routing problems, TensorFlow2 (TF2), PyTorch, Capacitated Vehicle Routing Problem (CVRP), Transformer, Multi Head Attention, Deep Reinforcement Learning (DRL) (Rollout baseline, REINFORCE) (https://arxiv.org/pdf/1803.08475.pdf)

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VRPTW-2

Solving VRPTW with metaheuristics

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VRPTW_ACO_Routing

C++ implementation of Vehicle Routing Problem with Time Windows (VRPTW), Ant Colony Optimization (ACO), Greedy Algorithm

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