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title = "rapids-singlecell 0.15.0: Prebuilt CUDA Wheels and Compiled Kernels"
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date = 2026-04-30T00:00:05+01:00
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description = "Why we moved from CuPy RawKernels to nanobind C++ extensions and other release highlights."
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author = "Severin Dicks"
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author = "Severin Dicks, Lukas Heumos"
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### More highlights
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-**RAPIDS 26.04 and Python 3.14 support** across all CI and conda environments.
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-**Dask support for `highly_variable_genes`** with the Seurat v3 flavor ([#616](https://github.com/scverse/rapids-singlecell/pull/616)).
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-**CUDA kernel error surfacing** — launch errors are now raised instead of silently continuing ([#619](https://github.com/scverse/rapids-singlecell/pull/619)).
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-**RAPIDS 26.04 and Python 3.14 support**across all CI and conda environments.
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-**Additional tutorials**such as a Pertpy-GPU tutorial ([#645](https://github.com/scverse/rapids-singlecell/pull/645))
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A big thank you to everyone who tested the pre-releases and helped surface issues before this release went out.
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