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minor fixes
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dpnp/scipy/sparse/linalg/__init__.py

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"""Sparse linear algebra interface for DPNP.
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This module provides a subset of :mod:`scipy.sparse.linalg` and
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:mod:`cupyx.scipy.sparse.linalg` functionality on top of DPNP arrays.
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This module provides a subset of :mod:`scipy.sparse.linalg`
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functionality on top of DPNP arrays.
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The initial implementation focuses on the :class:`LinearOperator` interface
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and a small set of Krylov solvers (``cg``, ``gmres``, ``minres``).

dpnp/scipy/sparse/linalg/_interface.py

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# Copyright (c) 2023 - 2025, Intel Corporation
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# *****************************************************************************
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# Copyright (c) 2025, Intel Corporation
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# All rights reserved.
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#
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# Redistribution and use in source and binary forms, with or without
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# modification, are permitted provided that the following conditions are met:
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#
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# 1. Redistributions of source code must retain the above copyright notice,
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# this list of conditions and the following disclaimer.
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# 2. Redistributions in binary form must reproduce the above copyright notice,
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# this list of conditions and the following disclaimer in the documentation
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# and/or other materials provided with the distribution.
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# 3. Neither the name of Intel Corporation nor the names of its contributors
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# may be used to endorse or promote products derived from this software
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# without specific prior written permission.
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# - Redistributions of source code must retain the above copyright notice,
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# this list of conditions and the following disclaimer.
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# - Redistributions in binary form must reproduce the above copyright notice,
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# this list of conditions and the following disclaimer in the documentation
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# and/or other materials provided with the distribution.
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# - Neither the name of the copyright holder nor the names of its contributors
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# may be used to endorse or promote products derived from this software
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# without specific prior written permission.
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#
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# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
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# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
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# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
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# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
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# POSSIBILITY OF SUCH DAMAGE.
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# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
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# THE POSSIBILITY OF SUCH DAMAGE.
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# *****************************************************************************
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"""LinearOperator and helpers for dpnp.scipy.sparse.linalg.
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