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New version: KrylovKit v0.9.0 #122469

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@JuliaRegistrator JuliaRegistrator commented Jan 6, 2025

* New function `lssolve` for least squares problems (using `LSMR` algorithm)
* New functions `reallinsolve` and `realeigsolve` for solving linear problems and eigenvalue problems with linear maps which are formulated in complex arithmetic, but are only linear with respect to real linear combinations (i.e. assume to be working in a real vector space irrespective of the scalar type)

## Breaking changes

- The verbosity system and the output formatting has been redesigned (both in the primal methods and the `rrule`s). The default verbosity level is now `1`, which means that warnings will be printed by default, but all other output (info messages) are suppressed. Before, the default verbosity was such that all output (including warnings) were suppressed.

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UUID: 0b1a1467-8014-51b9-945f-bf0ae24f4b77
Repo: https://github.com/Jutho/KrylovKit.jl.git
Tree: 89376a14457055fee32639a7040abeb858a8387b

Registrator tree SHA: 17aec322677d9b81cdd6b9b9236b09a3f1374c6a
@JuliaRegistrator JuliaRegistrator force-pushed the registrator-krylovkit-0b1a1467-v0.9.0-5a02fe750c branch from de4373a to 1f8baeb Compare January 17, 2025 13:27
JuliaRegistrator referenced this pull request in Jutho/KrylovKit.jl Jan 17, 2025
* add LSMR reorthogonalisation functionality

* improve tests

* twiddle with convergence check in tests
@JuliaTagBot JuliaTagBot merged commit 2de9ee1 into master Jan 17, 2025
9 checks passed
@JuliaTagBot JuliaTagBot deleted the registrator-krylovkit-0b1a1467-v0.9.0-5a02fe750c branch January 17, 2025 13:45
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2 participants