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rohanbabbar04 merged 2 commits into from
Apr 28, 2026
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build: prepare for v0.6.0 #194

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Changelog 0.6.0
rohanbabbar04 Apr 27, 2026
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Mention cls_sparsity
rohanbabbar04 Apr 28, 2026
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8 changes: 8 additions & 0 deletions CHANGELOG.md
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# 0.6.0
* Introduced `pylops_mpi.optimization.eigs.power_iteration` to estimate the maximum eigenvalue.
* Added `pylops_mpi.optimization.sparsity.ista` and the corresponding `pylops_mpi.optimization.cls_sparsity.ISTA` class, implementing the iterative shrinkage-thresholding algorithm.
* Added `pylops_mpi.optimization.sparsity.fista` and the corresponding `pylops_mpi.optimization.cls_sparsity.FISTA` class, a fast variant of ISTA.
* Included tutorial: "Reflectivity Inversion - 3D", with separate implementations for base, CuPy, and NCCL.
* Added `empty_like` function to `pylops_mpi.DistributedArray` and `pylops_mpi.StackedDistributedArray`.
* Introduced a `vdot` parameter in the `dot` method of `pylops_mpi.DistributedArray` and `pylops_mpi.StackedDistributedArray` to support vector dot products.

# 0.5.0
* Performed fixes to support `numpy>=2.4`.
* Added `redistribute` function to `pylops_mpi.DistributedArray`.
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12 changes: 12 additions & 0 deletions docs/source/changelog.rst
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Changelog
=========

Version 0.6.0
-------------

*Released on: 29/04/2026*

* Introduced :func:`pylops_mpi.optimization.eigs.power_iteration` to estimate the maximum eigenvalue.
* Added :func:`pylops_mpi.optimization.sparsity.ista` and the corresponding :class:`pylops_mpi.optimization.cls_sparsity.ISTA` class, an iterative shrinkage-thresholding algorithm.
* Added :func:`pylops_mpi.optimization.sparsity.fista` and the corresponding :class:`pylops_mpi.optimization.cls_sparsity.FISTA` class, a fast variant of ISTA.
* Included tutorial: "Reflectivity Inversion - 3D", with separate implementations for base, CuPy, and NCCL.
* Added `empty_like` function to :class:`pylops_mpi.DistributedArray` and :class:`pylops_mpi.StackedDistributedArray`.
* Introduced a `vdot` parameter in the `dot` method of :class:`pylops_mpi.DistributedArray` and :class:`pylops_mpi.StackedDistributedArray` to support vector dot products.

Version 0.5.0
-------------

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