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docs(tutorial): add tutorial on hierarchical refinement#687

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clijo wants to merge 1 commit intoott-jax:mainfrom
clijo:tutorial/hiref
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docs(tutorial): add tutorial on hierarchical refinement#687
clijo wants to merge 1 commit intoott-jax:mainfrom
clijo:tutorial/hiref

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@clijo
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@clijo clijo commented May 2, 2026

This PR adds a tutorial on a matching procedure based on hierarchical refinement (HiRef): it walks through a coarse-to-fine procedure built from low-rank Sinkhorn (LRSinkhorn) in OTT-JAX, using the low-rank factors to form matched co-clusters and refine until small leaves are matched with exact assignment.

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codecov Bot commented May 2, 2026

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 87.37%. Comparing base (e7d02d0) to head (9f8c674).

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@@           Coverage Diff           @@
##             main     #687   +/-   ##
=======================================
  Coverage   87.37%   87.37%           
=======================================
  Files          82       82           
  Lines        8474     8474           
  Branches      580      580           
=======================================
  Hits         7404     7404           
  Misses        921      921           
  Partials      149      149           
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