Structural rank

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Assessment

Difficulty
4/5
Estimated time
3-5 days
Newbie friendliness
35/100
Issue type
Feature
Clarity
Mostly clear
Activity status
Stale
Tech stack
julia
Domain
data

Research direction

Start by checking whether Julia already provides the Matlab sprank equivalent and locating the matrix equilibration or normalization code in MatrixNetworks.jl. Read the graph theory characterization described in the issue, then determine the project entry point and tests needed for a structural-rank function. Done means the requested capability is available in Julia with behavior covered by tests.

Written by the indexing model from the issue text.

Description

One of the issues in matrix equilibration/normalization/etc is the structural rank of a matrix. This asks if there is an assignment of values to the non-zero elements such that the matrix is full-rank. There is a nice graph theory characterization we should add if julia doesn't have it. (this is the sprank function in Matlab)

Dominant language
Julia
Stars
110
Forks
25
PR merge metrics
No merged PRs in 30d

Getting set up

This project ships no dev container, Dockerfile or contributing guide, so setting up is up to you: start from its README, and see our first-contribution guide for the general steps.

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

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