Changelog
All notable changes to this project will be documented in this file.
The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.
Guidelines for updating this changelog
When making changes to this project, please update the "Unreleased" section with your changes under the appropriate category:
- Added for new features.
- Changed for changes in existing functionality.
- Deprecated for soon-to-be removed features.
- Removed for now removed features.
- Fixed for any bug fixes.
- Performance for performance improvements.
When releasing a new version, move the "Unreleased" changes to a new version section with the release date.
Unreleased
Added
Changed
Deprecated
Removed
Fixed
0.6.1 - 2025-12-28
Added
- Support for null-space computation via Householder QR in the
GenericLinearAlgebraextension (#132). - New truncated-eigensolver variants:
eig_trunc_no_errorandeigh_trunc_no_error(#117). - New truncated-singular value variant:
svd_trunc_no_errorto improve GPU synchronization and AD support (#116). - AD: ChainRules support for
svd_vals,eig_vals,eigh_vals, anddiagonal(#107).
Changed
- Improved GPU compatibility for some wrapper arrays (#100).
- Test infrastructure migrated to a common
TestSuiteto reduce duplication (#119, #130, #131, #127, #125, #123, #124).
Deprecated
Removed
Fixed
ishermitiannow correctly handles all-zero matrices (#121).
0.6.0 - 2025-11-14
Added
- New
project_isometricfunction for projecting matrices onto isometric manifold (#67) - New
PolarNewtonalgorithm for polar decomposition (#67) - New matrix property functions:
ishermitian,isantihermitian,hermitianpart!,hermitianpart,antihermitianpart!, andantihermitianpart(#64) - Support for
BigFloatvia newGenericLinearAlgebraextension (#87) - Mooncake reverse-mode AD rules (#85)
- GPU support for image and null space computations (#82)
- GPU support for polar decomposition (#83)
- GPU support for new projection operations (#81)
- Output truncation error for truncated decompositions (#75)
- Documentation for truncated decomposition keyword arguments (#71)
- Default algorithm implementations for GPU wrapper array types (#49)
Changed
- Made
gaugefix!optional (#95) - Renamed
isisometrytoisisometricfor consistency withproject_isometric(#73) - Refactored
left_orth,right_orth,left_nullandright_nullinterface (#79) - Improved GPU support for SVD operations (#80)
- Loosened strictness on hermitian checks (#78)
- Updated pullback tolerances (#92)