Reviewer's Guide

Fixes the point pairing logic in sample_plan_with_scipy by correcting which tensor is indexed by the assignment returned from SciPy’s linear_sum_assignment, so that x1 is permuted instead of x0.

Sequence diagram for corrected sample_plan_with_scipy pairing

sequenceDiagram
    participant Caller
    participant SamplePlan
    participant ScipyOptimize

    Caller->>SamplePlan: sample_plan_with_scipy(x0, x1)
    SamplePlan->>SamplePlan: compute cost matrix M from x0, x1
    SamplePlan->>SamplePlan: optionally normalize M
    SamplePlan->>ScipyOptimize: linear_sum_assignment(M)
    ScipyOptimize-->>SamplePlan: j
    SamplePlan->>SamplePlan: pi_x0 = x0
    SamplePlan->>SamplePlan: pi_x1 = x1[j]
    SamplePlan-->>Caller: (pi_x0, pi_x1)

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