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update docs (#672)
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docs/release-notes/0.15.1.md

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### 0.15.1 {small}`the-future`
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### 0.15.1 {small}`2026-05-20`
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```{rubric} Features
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```
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* Fixes `pp.bbknn` connectivities diverging from upstream `bbknn`: per-batch neighbours are now sorted by distance before `fuzzy_simplicial_set` (so weights no longer collapse near 1.0), and the default `trim` matches upstream (`10 * neighbors_within_batch * n_batches`). Trimming kernel no longer crashes for large `trim`, and a new block-cooperative sort kernel is auto-dispatched for large `trim` for substantial speedups {pr}`659` {smaller}`S Dicks`
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* Fixes float64 precision loss in `pp.normalize_pearson_residuals` on CSR/CSC input {pr}`658` {smaller}`A Mikaeili & S Dicks`
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* Fixes Harmony CUDA kernels to avoid misaligned vector loads on odd-PC or offset-contiguous inputs and prevent a shared-memory race in column-sum reductions. {pr}`668` {smaller}`S Dicks`
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* Fixes Indexing Issue for very large datasets. {pr}`670` {smaller}`S Dicks`
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* Fixes integer overflows in `co_occurrence` for very larg datasets {pr}`671` {smaller}`S Dicks`
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* Fixes indexing issues for very large datasets. {pr}`670` {smaller}`S Dicks`
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* Fixes integer overflows in `co_occurrence` for very large datasets {pr}`671` {smaller}`S Dicks`
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```{rubric} Misc
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```

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