JuliaGraphs / JuliaGraphs/GraphsMatching.jl

coordinate API with GraphOptim and move JuMP-dependent functionality there

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Dominant language
Julia
Stars
20
Forks
8
Avg merge
9h 15m
Merged PRs (30d)
1

Description

If I understand correctly, GraphOptim exists as a home for all graph algorithms that require a MILP tool like JuMP.

In which case:

  • the maximum/minimum perfect match functions based on the Blossom algorithm should probably stay here
  • the maximum/minimum weight match (not perfect) that use the Hungarian algorithm and require JuMP should probably moved to GraphOptim
  • the MatchingResult return type should be synchronized between the two libraries

Also need to be consistent with GraphOptim.min_cost_assignment and BipartiteMatching.jl

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Research direction

Compare the matching functionality with GraphOptim, including GraphOptim.min_cost_assignment, and review the MatchingResult types in both libraries. Check how the Hungarian and Blossom-based functions relate to BipartiteMatching.jl; done means the JuMP-dependent functions, return types, and APIs are consistently coordinated across the libraries.

Written by the indexing model from the issue text.

Assessment

Tech stack
julia
Domain
backend-api-design
Issue type
Refactor
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
28/100

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