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v0.6.0

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@rohanbabbar04 rohanbabbar04 released this 29 Apr 04:37
· 175 commits to main since this release
v0.6.0
b70b899
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Learn about vigilant mode.
  • 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.
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