# 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.

## [0.10.3] - unreleased

- Fixed
`solve_exp_ode`

only returning the starting position (#744) - Fixed documentation of
`solve_exp_ode`

function signature (#740)

## [0.10.2] - unreleased

### Changed

- fixes a few typographical errors.

## [0.10.1] โ 2024-08-29

### Changed

`identity_element`

on`ProductManifold`

without`RecursiveArrayTools.jl`

now prints a useful error message.

## [0.10.0] โ 2024-08-24

### Changed

`Distributions.jl`

,`RecursiveArrayTools.jl`

and`HybridArrays.jl`

were moved to weak dependencies to reduce load time and improve extensibility.`translate_diff`

,`inv_diff`

and thus`apply_diff_group`

, are available for all the groups with invariant tangent vector storage.`SpecialEuclidean`

group now has a different default tangent vector representation, the left-invariant one; to get the old representation pass`vectors=HybridTangentRepresentation()`

to the constructor of`SpecialEuclidean`

.`adjoint_action`

takes a direction argument; by default it is`LeftAction`

.`adjoint_action!`

is the necessary method to implement in groups with left-invariant tangent vector representation.- Fixed a few typos in the doc string of the SPD fixed determinant description.
- Random point on the
`MultinomialSymmetricPositiveDefinite`

manifold was improved to make it more robust.

### Added

- Introduced
`exp_inv`

and`log_inv`

based on`exp_lie`

and`log_lie`

. They are invariant to the group operation. - A tutorial about usage of group-related functionality.

### Removed

- Deprecated bindings:
`ExtrinsicEstimation()`

(should be replaced with`ExtrinsicEstimation(EfficientEstimator())`

),`Symplectic`

(renamed to`SymplecticMatrices`

),`SymplecticMatrix`

(renamed to`SymplecticElement`

).`AbstractEstimationMethod`

(renamed to`AbstractApproximationMethod`

).`VectorBundleVectorTransport`

(renamed to`FiberBundleProductVectorTransport`

).`rand`

on`SymplecticMatrices`

and`SymplecticStiefel`

no longer accepts`hamiltonian_norm`

as an alias for`ฯ`

.`mean!`

and`median!`

no longer accept`extrinsic_method`

(should be replaced with`e = ExtrinsicEstimation(extrinsic_method)`

).

- As a result of making
`Distributions.jl`

and`RecursiveArrayTools.jl`

weak dependencies the following symbols are no longer exported from`Manifolds.jl`

. Essential functionality is still available but distribution-related features may change in the future without a breaking release.`ArrayPartition`

(`RecursiveArrayTools.jl`

needs to be explicitly imported),`ProjectedPointDistribution`

(not exported),`normal_tvector_distribution`

(not exported),`projected_distribution`

(not exported),`uniform_distribution`

(not exported).

- Ability to create non-real
`SymplecticStiefel`

and`SymplecticGrassmann`

manifolds; essential functionality was missing so it was removed until a more developed version is developed.

## [0.9.20] โ 2024-06-17

### Added

- implemented parallel transport on the Grassmann manifold with respect to Stiefel representation

### Changed

- since now all exp/log/parallel transport are available for all representations of
`Grassmann`

, these are now also set as defaults, since they are more exact.

## [0.9.19] โ 2024-06-12

### Changed

- Updated
`Project.toml`

compatibility entries. - Updated CI for Julia 1.11-beta

### Fixed

- a few typos in the doc string of the SPD fixed determinant description
- several other typographical errors throughout the documentation

## [0.9.18] โ 2024-05-07

### Added

- added the injectivity radius for the Stiefel manifold with Euclidean metric

## [0.9.17] โ 2024-04-23

### Added

`Hyperrectangle`

manifold with boundary.

## [0.9.16] โ 2024-04-01

### Changed

`NonlinearSolve.jl`

and`PythonCall.jl`

are no longer an upper bounded dependency (bugs were fixed).

## [0.9.15] โ 2024-03-24

### Added

- using
`DocumenterInterLinks`

for links to other Julia packages documentation. - Implementation of
`sectional_curvature`

,`sectional_curvature_min`

and`sectional_curvature_max`

for several manifolds. `sectional_curvature_matrix`

function and a tutorial on coordinate-free curvature.

### Changed

`default_vector_transport_method`

for`GeneralUnitaryMatrices`

other than`Rotations`

was changed to`ProjectionTransport`

.

### Fixed

- typographical errors in tutorials/working-in-charts.jl.
- several typographical errors in the docs
- unifies to use two backticks
````

for math instead of`$`

further in the docs

## [0.9.14] โ 2024-01-31

### Added

`rand`

on`UnitaryMatrices`

`rand`

on arbitrary`GroupManifold`

s and manifolds with`IsGroupManifold`

trait generating points and elements from the Lie algebra, respectively

## [0.9.13] โ 2024-01-24

### Added

- added the real symplectic Grassmann manifold
`SymplecticGrassmann`

- Introduce the manifold of
`HamiltonianMatrices`

and a wrapper for`Hamiltonian`

matrices - introduce
`rand(:HamiltonianMatrices)`

- extend
`rand`

to also`rand!`

for`HamiltonianMatrices`

,`SymplecticMatrices`

and`SymplecticStiefel`

- implement
`riemannian_gradient`

conversion for`SymplecticMatrices`

and`SymplecticGrassmann`

- the new manifold of
`MultinomialSymmetricPositiveDefinite`

matrices `rand!`

for`MultinomialDoublyStochastic`

and`MultinomialSymmetric`

### Deprecated

- Rename
`Symplectic`

to`SimplecticMatrices`

in order to have a`Symplectic`

wrapper for such matrices as well in the future for the next breaking change. - Rename
`SymplecticMatrix`

to`SymplecticElement`

to clarify that it is the special matrix $J_{2n}$ and not an arbitrary symplectic matrix.

### Fixed

- a bug that cause
`project`

for tangent vectors to return wrong results on`MultinomialDoublyStochastic`

## [0.9.12] โ 2024-01-21

### Fixed

- Fixed
`var`

on`TranslationGroup`

.

## [0.9.11] โ 2023-12-27

### Fixed

- Fixed mixed array index number in-place
`parallel_transport_to!`

on zero-index`Euclidean`

, on Julia 1.6.

## [0.9.10] โ 2023-12-27

### Added

- Compatibility with
`RecursiveArrayTools`

v3.

### Fixed

- Fixed mixed array index number in-place
`parallel_transport_to!`

on real`Circle`

, on Julia 1.6. - Violations of MD004 lint rule in this file.

## [0.9.9] โ 2023-12-25

### Fixed

- introduced a nonzero
`atol`

for all point and vector checks that compre to zero. This makes those checks a bit more relaxed by default and resolves #630. `default_estimation_method(M, f)`

is deprecated, use`default_approximation_method(M, f)`

for your specific method`f`

on the manifold`M`

.`AbstractEstimationMethod`

is deprecated, use`AbstractApproximationMethod`

instead.

## [0.9.8] - 2023-11-17

### Fixed

- Improved distribution of random vector generation for rotation matrices and complex circle.

## [0.9.7] โ 2023-11-14

### Fixed

- Fixed
`is_flat`

for`CholeskySpace`

and`SymmetricPositiveDefinite`

with`LogCholeskyMetric`

https://github.com/JuliaManifolds/Manifolds.jl/issues/684.

## [0.9.6] - 2023-11-09

### Fixed

- Fixed real coefficient basis for complex circle (an issue exposed by https://github.com/JuliaManifolds/ManifoldsBase.jl/pull/173).
- Fixed
`VeeOrthogonalBasis`

test for non-real manifolds.

## [0.9.5] - 2023-11-08

### Changed

`identity_element`

now returns a complex matrix for unitary group.`number_of_coordinates`

is now exported.

## [0.9.4] - 2023-11-06

### Added

- Functions
`inv_diff`

,`inv_diff!`

,`adjoint_inv_diff`

and`adjoint_inv_diff!`

that correspond to differentials and pullbacks of group inversion. - Julia 1.10-rc CI workflow.

### Changed

- Documentation project files are marked as compatible with
`BoundaryValueDiffEq`

v5.

### Fixed

- Fixed issue with incorrect implementation of
`apply_diff_group`

in`GroupOperationAction`

with left backward and right forward action #669.

## [0.9.3] - 2023-10-28

### Added

- Support for
`BoundaryValueDiffEq`

v5.

## [0.9.2] - 2023-10-27

### Added

`rand(G; vector_at=Identity(G))`

now works for translation, special orthogonal and special Euclidean groups`G`

(issue #665).`get_embedding`

now works for`GeneralUnitaryMultiplicationGroup`

.- Github action that checks for NEWS.md changes.

## [0.9.1] - 2023-10-25

### Added

- a new retraction and its inverse for the fixed Rank Manifolds, the orthographic retraction.

## [0.9.0] - 2023-10-24

### Added

- Vector bundles are generalized to fiber bundles. Old
`BundleFibers`

functionality was reworked to better match mathematical abstractions. Fiber bundle functionality is experimental and minor changes may happen without a breaking release, with the exception of`TangentBundle`

which is considered to be stable. `RotationTranslationAction`

is introduced.

### Changed

Sizes of all manifolds can now be either encoded in type or stored in a field to avoid over-specialization. The default is set to store the size in type parameter (except for

`PowerManifold`

and its variants), replicating the previous behavior. For field storage, pass the`parameter=:field`

keyword argument to manifold constructor. For example statically sized`CenteredMatrices{m,n}`

is now`CenteredMatrices{TypeParameter{Tuple{m,n}}}`

, whereas the type of special Euclidean group with field-stored size is`CenteredMatrices{Tuple{Int,Int}}`

. Similar change applies to:`CenteredMatrices{m,n}`

,`CholeskySpace{N}`

,`Elliptope{N,K}`

,`Euclidean`

,`FixedRankMatrices{m,n,k}`

,`KendallsPreShapeSpace{n,k}`

,`KendallsShapeSpace{n,k}`

,`GeneralLinear{n}`

,`GeneralUnitaryMultiplicationGroup{n}`

,`GeneralizedGrassmann{n,k}`

,`GeneralizedStiefel{n,k}`

,`Grassmann{n,k}`

,`Heisenberg{n}`

,`Hyperbolic{n}`

,`MultinomialMatrices{N,M}`

,`MultinomialDoublyStochastic{n}`

,`MultinomialSymmetric{n}`

,`Orthogonal{n}`

,`PowerManifold`

,`PositiveArrays`

,`PositiveMatrices`

,`PositiveNumbers`

,`ProbabilitySimplex{n}`

,`SPDFixedDeterminant{n}`

,`SpecialLinear{n}`

,`SpecialOrthogonal{n}`

,`SpecialUnitary{n}`

,`SpecialEuclidean{n}`

,`SpecialEuclideanManifold{n}`

,`Spectrahedron{n,k}`

,`SphereSymmetricMatrices{N}`

,`Stiefel{n,k}`

,`SymmetricMatrices{N}`

,`SymmetricPositiveDefinite{n}`

,`SymmetricPositiveSemidefiniteFixedRank{n,k}`

,`Symplectic{n}`

,`SymplecticStiefel{n,k}`

,`TranslationGroup`

,`Tucker`

.

For example

`function Base.show(io::IO, ::CenteredMatrices{m,n}) where {m,n} return print(io, "CenteredMatrices($m, $n)") end`

needs to be replaced with

`function Base.show(io::IO, ::CenteredMatrices{TypeParameter{Tuple{m,n}}}) where {m,n} return print(io, "CenteredMatrices($m, $n)") end`

for statically-sized groups and

`function Base.show(io::IO, M::CenteredMatrices{Tuple{Int,Int}}) m, n = get_parameter(M.size) return print(io, "CenteredMatrices($m, $n; parameter=:field)") end`

for groups with size stored in field. Alternatively, you can use a single generic method like this:

`function Base.show(io::IO, M::CenteredMatrices{T}) where {T} m, n = get_parameter(M) if T <: TypeParameter return print(io, "CenteredMatrices($m, $n)") else return print(io, "CenteredMatrices($m, $n; parameter=:field)") end end`

Argument order for type aliases

`RotationActionOnVector`

and`RotationTranslationActionOnVector`

: most often dispatched on argument is now first.A more consistent handling of action direction was introduced. 4-valued

`ActionDirection`

was split into 2-valued`ActionDirection`

(either left or right action) and`GroupActionSide`

(action acting from the left or right side). See https://github.com/JuliaManifolds/Manifolds.jl/issues/637 for a design discussion.

### Removed

`ProductRepr`

is removed; please use`ArrayPartition`

instead.- Default methods throwing "not implemented"
`ErrorException`

for some group-related operations. Standard`MethodError`

is now thrown instead. `LinearAffineMetric`

was deprecated in a previous release and the symbol is now removed. Please use`AffineInvariantMetric`

instead.