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doc: prepare for v0.3.0
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CHANGELOG.md

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# 0.3.0
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* Added `pylops_mpi.basicoperators.MPIMatrixMult` operator.
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* Added NCCL support to all operators in :mod:`pylops_mpi.basicoperators`,
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and `pylops_mpi.signalprocessing`.
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* Added ``base_comm_nccl`` in constructor of `pylops_mpi.DistributedArray`,
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to enable NCCL communication backend.
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* Added `pylops_mpi.utils.benchmark` subpackage providing methods
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to decorate and mark functions / class methods to measure their execution
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time.
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* Added `pylops_mpi.utils._nccl` subpackage implementing methods
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for NCCL communication backend.
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* Added `pylops_mpi.utils.deps` subpackage to safely import ``nccl``
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* Fixed partition in the creation of the output distributed array in
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`pylops_mpi.signalprocessing.MPIFredholm1`.
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# 0.2.0
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- Added support for using CuPy arrays with PyLops-MPI.
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- Introduced the `pylops_mpi.signalprocessing.MPIFredholm1` and `pylops_mpi.waveeqprocessing.MPIMDC` operators.

docs/source/changelog.rst

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Changelog
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=========
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Version 0.3.0
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-------------
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*Released on: 05/08/2025*
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* Added :class:`pylops_mpi.basicoperators.MPIMatrixMult` operator.
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* Added NCCL support to all operators in :mod:`pylops_mpi.basicoperators`,
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and :mod:`pylops_mpi.signalprocessing`.
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* Added ``base_comm_nccl`` in constructor of :class:`pylops_mpi.DistributedArray`,
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to enable NCCL communication backend.
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* Added :class:`pylops_mpi.utils.benchmark` subpackage providing methods
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to decorate and mark functions / class methods to measure their execution
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time.
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* Added :class:`pylops_mpi.utils._nccl` subpackage implementing methods
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for NCCL communication backend.
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* Added :class:`pylops_mpi.utils.deps` subpackage to safely import ``nccl``
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* Fixed partition in the creation of the output distributed array in
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:class:`pylops_mpi.signalprocessing.MPIFredholm1`.
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Version 0.2.0
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-------------
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* Added a dottest function to perform dot tests on PyLops-MPI operators.
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* Created a tutorial for Multi-Dimensional Deconvolution (MDD).
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Version 0.1.0
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-------------
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