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stochasticvehiclescheduling.jl

Application of InferOpt.jl to the Stochastic Vehicle Scheduling Problem

https://github.com/batyleo/stochasticvehiclescheduling.jl

Science Score: 54.0%

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  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
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    Academic publication links
    Links to: arxiv.org
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    Scientific vocabulary similarity
    Low similarity (9.5%) to scientific vocabulary

Keywords

combinatorial-optimization julia machine-learning stochastic-vehicle-scheduling structured-learning vehicle-scheduling-problem
Last synced: 6 months ago · JSON representation ·

Repository

Application of InferOpt.jl to the Stochastic Vehicle Scheduling Problem

Basic Info
Statistics
  • Stars: 5
  • Watchers: 1
  • Forks: 0
  • Open Issues: 3
  • Releases: 1
Topics
combinatorial-optimization julia machine-learning stochastic-vehicle-scheduling structured-learning vehicle-scheduling-problem
Created almost 4 years ago · Last pushed 9 months ago
Metadata Files
Readme License Citation

README.md

StochasticVehicleScheduling

Stable Dev Build Status Coverage Code Style: Blue

This package is a satellite of InferOpt.jl. It illustrates Machine Learning/Combinatorial Optimization hybrid algorithms from InferOpt.jl applied to the Stochastic Vehicle Scheduling problem. It was used for one of the numerical experiments in this paper: https://arxiv.org/abs/2207.13513.

You can find the detailed documentation here.

If you have any feedback or question, feel free to create an issue or contact me.

Installation

julia using Pkg Pkg.add(url="https://github.com/BatyLeo/StochasticVehicleScheduling.jl")

Owner

  • Name: Léo Baty
  • Login: BatyLeo
  • Kind: user
  • Location: Paris
  • Company: CERMICS, École des Ponts

PhD student in Combinatorial Optimization and Machine Learning

Citation (CITATION.bib) 

@misc{StochasticVehicleScheduling.jl,
	author  = {Léo Baty},
	title   = {StochasticVehicleScheduling.jl},
	url     = {https://github.com/BatyLeo/StochasticVehicleScheduling.jl},
	version = {v0.1.0},
	year    = {2022},
	month   = {8}
}

GitHub Events

Total
  • Watch event: 1
  • Push event: 3
  • Create event: 2
Last Year
  • Watch event: 1
  • Push event: 3
  • Create event: 2

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 4
  • Total pull requests: 25
  • Average time to close issues: 5 months
  • Average time to close pull requests: 5 months
  • Total issue authors: 1
  • Total pull request authors: 2
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.08
  • Merged pull requests: 3
  • Bot issues: 0
  • Bot pull requests: 20
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • BatyLeo (4)
Pull Request Authors
  • github-actions[bot] (19)
  • BatyLeo (4)
Top Labels
Issue Labels
bug (2) enhancement (1)
Pull Request Labels

Dependencies

.github/workflows/CI.yml actions
  • actions/checkout v3 composite
  • codecov/codecov-action v3 composite
  • julia-actions/cache v1 composite
  • julia-actions/julia-buildpkg v1 composite
  • julia-actions/julia-docdeploy v1 composite
  • julia-actions/julia-processcoverage v1 composite
  • julia-actions/julia-runtest v1 composite
  • julia-actions/setup-julia v1 composite
.github/workflows/CompatHelper.yml actions
.github/workflows/TagBot.yml actions
  • JuliaRegistries/TagBot v1 composite
.github/workflows/register.yml actions
  • julia-actions/RegisterAction latest composite