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Repository for our Market Kurly Hackathon Project for optimal delivery application

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Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
LICENSE		LICENSE
Map_Example1.html		Map_Example1.html
Map_Example2.html		Map_Example2.html
Quantum_Annealing_AWS.ipynb		Quantum_Annealing_AWS.ipynb
Quantum_Annealing_Local.ipynb		Quantum_Annealing_Local.ipynb
README.md		README.md

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Market-Kurly-Project

Repository for Market Kurly Hackathon Project

Simulated Annealing / Quantum Annealing을 활용한 경로최적화

sklearn clustering 알고리즘 활용하여 N개의 배송건수를 지역적유사성, 신선도, 주문배송분량을 특성으로 클러스터링
AWS Braket D-Wave Quantum Annealing 사용
Penelty Term에 대한 Hyperparameter Optimization 수행
Folium을 활용하여 지도 객체로 클러스터링 중심 사이의 경로 표현

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