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v0.12.3

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@github-actions github-actions released this 16 Oct 09:26
a9f4dee

Billing impact

  • Truncated SVD now includes quadratic and cubic rank-dependent work. With
    vectors the charge is min(4mnk + 6(m+n)k² + 20k³, 6ab² + 20b³); values-only
    uses min(4mnk + 2(m+n)k² + 2k³, 2ab² + 2b³), where a=max(m,n) and
    b=min(m,n). Full-SVD prices, exact numerical outputs, dtype/weight rules
    and batch multiplication are unchanged. Near-full-rank calls can now pay
    full price; low-rank calls retain discounts. This addresses the reported
    large-matrix missing-component and zero-padding routes without claiming
    to prevent every cheaper small-matrix reconstruction.

Documentation

  • Align generated formula displays, relevant guides and cost examples with the
    SVD rank model and the 0.12.2 broadcast, dtype, histogram, FFT, covariance and
    symmetry changes. Clarify deferred histogram surcharges and reference
    variance pricing. No numerical or billing behavior changes.