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This PR backports of #2603 from development branch to maintenance/0.19.x.

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This PR proposes introducing `dpnp.scipy` submodule with `linalg` and
`special` providing a SciPy-compatible interface of DPNP and a place for
future SciPy-specific functions.
It moves `dpnp.linalg.lu_factor()`, `dpnp.linalg.lu_solve()` and
`dpnp.special.erf` functions to the new submodule, updates tests and
adds an API Reference section `Routines (SciPy)`
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github-actions bot commented Oct 6, 2025

Array API standard conformance tests for dpnp=0.19.0rc0=py313h509198e_4 ran successfully.
Passed: 1227
Failed: 0
Skipped: 9

@antonwolfy antonwolfy merged commit 42f712d into maintenance/0.19.x Oct 6, 2025
66 of 73 checks passed
@antonwolfy antonwolfy deleted the backport-gh-2603 branch October 6, 2025 19:52
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