Probnum

What's Changed
* Update myst-parser requirement from <0.20.0 to <1.1.0 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/804
* Python 3.11 by marvinpfoertner in https://github.com/probabilistic-numerics/probnum/pull/807
* Update matplotlib requirement from <3.7 to <3.8 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/809
* Fix a few typos by pitmonticone in https://github.com/probabilistic-numerics/probnum/pull/810
* Update pylint requirement from ~=2.17.0 to ~=2.17.1 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/808
* Update jax[cpu] requirement from <0.4.7 to <0.4.9 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/812


**Full Changelog**: https://github.com/probabilistic-numerics/probnum/compare/v0.1.24...v0.1.25

What's Changed
* Fix to benchmark runner by adding custom build command by JonathanWenger in https://github.com/probabilistic-numerics/probnum/pull/790
* Update jax[cpu] requirement from <0.4.4 to <0.4.5 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/791
* Add KeOps support to CovarianceFunction by timweiland in https://github.com/probabilistic-numerics/probnum/pull/793
* Add `BlockDiagonalMatrix` by timweiland in https://github.com/probabilistic-numerics/probnum/pull/794
* Update jax[cpu] requirement from <0.4.5 to <0.4.6 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/795
* Update pylint requirement from ~=2.16.2 to ~=2.16.3 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/797
* Update myst-parser requirement from <0.17.0 to <0.20.0 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/796
* Use triangular solves in default `_solve` by timweiland in https://github.com/probabilistic-numerics/probnum/pull/801
* Bugfix in `CovarianceLinearOperator` transpose by timweiland in https://github.com/probabilistic-numerics/probnum/pull/800
* Update jax[cpu] requirement from <0.4.6 to <0.4.7 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/802
* Update pylint requirement from ~=2.16.3 to ~=2.17.0 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/805


**Full Changelog**: https://github.com/probabilistic-numerics/probnum/compare/v0.1.23...v0.1.24

What's Changed
* Fallback implementations of `LinearOperator` methods by marvinpfoertner in https://github.com/probabilistic-numerics/probnum/pull/773
* `LinearOperator.solve` method by marvinpfoertner in https://github.com/probabilistic-numerics/probnum/pull/772
* `{Identity,Symmetric}Kronecker` and `Symmetrize` implementation via subclassing by marvinpfoertner in https://github.com/probabilistic-numerics/probnum/pull/776
* Update `LinearOperator` class docstring by marvinpfoertner in https://github.com/probabilistic-numerics/probnum/pull/778
* Fix all `pylint` messages in `linops` by marvinpfoertner in https://github.com/probabilistic-numerics/probnum/pull/777
* Some `quad` toy problems by mmahsereci in https://github.com/probabilistic-numerics/probnum/pull/746
* Some more acquisition functions for `quad` by mmahsereci in https://github.com/probabilistic-numerics/probnum/pull/758
* Update jax[cpu] requirement from <0.4.3 to <0.4.4 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/779
* Update ipython requirement from <8.10.0 to <8.11.0 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/780
* Multilevel Bayesian quadrature by tskarvone in https://github.com/probabilistic-numerics/probnum/pull/750
* Specify matplotlib version for notebooks by JonathanWenger in https://github.com/probabilistic-numerics/probnum/pull/783
* `Kernel.linop` method by marvinpfoertner in https://github.com/probabilistic-numerics/probnum/pull/782
* Split `Kernel.input_shape` into `Kernel.input_shape_{0,1}` by marvinpfoertner in https://github.com/probabilistic-numerics/probnum/pull/785
* Cleaned up notebook requirements by JonathanWenger in https://github.com/probabilistic-numerics/probnum/pull/786
* Refactor global `pylint` checks by marvinpfoertner in https://github.com/probabilistic-numerics/probnum/pull/788
* add warning to `quad` docs by mmahsereci in https://github.com/probabilistic-numerics/probnum/pull/784
* Rename `Kernel` to `CovarianceFunction` by marvinpfoertner in https://github.com/probabilistic-numerics/probnum/pull/789


**Full Changelog**: https://github.com/probabilistic-numerics/probnum/compare/v0.1.22...v0.1.23

What's Changed
* ML estimation of the scale parameter for quad by tskarvone in https://github.com/probabilistic-numerics/probnum/pull/712
* Clean up `quad` api by mmahsereci in https://github.com/probabilistic-numerics/probnum/pull/739
* Update jax[cpu] requirement from <0.3.25 to <0.3.26 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/740
* adding some info to `quad` docs. by mmahsereci in https://github.com/probabilistic-numerics/probnum/pull/742
* Consistent file structure for `quad` by mmahsereci in https://github.com/probabilistic-numerics/probnum/pull/743
* Make `quad` policies stateless by mmahsereci in https://github.com/probabilistic-numerics/probnum/pull/744
* Initial designs for `quad` by mmahsereci in https://github.com/probabilistic-numerics/probnum/pull/745
* Pinned IPython version to fix bug in documentation build by JonathanWenger in https://github.com/probabilistic-numerics/probnum/pull/747
* Make `quad` integration measures stateless by mmahsereci in https://github.com/probabilistic-numerics/probnum/pull/748
* Introducing `quad` acquisition functions by mmahsereci in https://github.com/probabilistic-numerics/probnum/pull/749
* Updated tox configuration with new keyword for externals by JonathanWenger in https://github.com/probabilistic-numerics/probnum/pull/754
* Update tox requirement from <4,>=3.18 to >=3.18,<5 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/755
* Update jax[cpu] requirement from <0.3.26 to <0.4.2 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/756
* Fix bug in `asrandvar` introduced by breaking changes in ScIPy 1.10 by JonathanWenger in https://github.com/probabilistic-numerics/probnum/pull/763
* CI status badge now displays correct status. by JonathanWenger in https://github.com/probabilistic-numerics/probnum/pull/762
* Update ipython requirement from <=8.6.0 to <8.9.0 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/767
* Fix matmul implementation of Zero linop by timweiland in https://github.com/probabilistic-numerics/probnum/pull/764
* `MaxAcquisitionPolicy` for `quad` by mmahsereci in https://github.com/probabilistic-numerics/probnum/pull/757
* Make Matrix transpose keep some properties by timweiland in https://github.com/probabilistic-numerics/probnum/pull/765
* Update jax[cpu] requirement from <0.4.2 to <0.4.3 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/770
* Update ipython requirement from <8.9.0 to <8.10.0 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/769
* Efficient implementation of arbitrary half-integer Matérn Kernels by marvinpfoertner in https://github.com/probabilistic-numerics/probnum/pull/771


**Full Changelog**: https://github.com/probabilistic-numerics/probnum/compare/v0.1.21...v0.1.22

What's Changed
* Fixed styling of thumbnails in tutorials by JonathanWenger in https://github.com/probabilistic-numerics/probnum/pull/736
* Refactor LinearOperator for method overriding by timweiland in https://github.com/probabilistic-numerics/probnum/pull/735
* Caching of the LU decomposition computed by `_InverseLinearOperator` by marvinpfoertner in https://github.com/probabilistic-numerics/probnum/pull/737

New Contributors
* timweiland made their first contribution in https://github.com/probabilistic-numerics/probnum/pull/735

**Full Changelog**: https://github.com/probabilistic-numerics/probnum/compare/v0.1.20...v0.1.21

What's Changed
* fix pylint line-too-long errors in tests by alanchen-1 in https://github.com/probabilistic-numerics/probnum/pull/697
* Update jax[cpu] requirement from <0.3.5 to <0.3.6 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/700
* Fixed `else-if-used` pylint message in `probnum.problems` subpackage by luffingluffy in https://github.com/probabilistic-numerics/probnum/pull/704
* Update jax[cpu] requirement from <0.3.6 to <0.3.8 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/703
* Introduce MarkovSequence by pnkraemer in https://github.com/probabilistic-numerics/probnum/pull/646
* Fixed `line-too-long` pylint message in `probnum` and `probnum.problems` subpackage by luffingluffy in https://github.com/probabilistic-numerics/probnum/pull/705
* Bugfix in pre-commit hooks by marvinpfoertner in https://github.com/probabilistic-numerics/probnum/pull/706
* Consistent error handling & defaults for `quad` by mmahsereci in https://github.com/probabilistic-numerics/probnum/pull/620
* Fix flaky `quad` test. by mmahsereci in https://github.com/probabilistic-numerics/probnum/pull/707
* Update jax[cpu] requirement from <0.3.8 to <0.3.9 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/708
* Update jax[cpu] requirement from <0.3.9 to <0.3.14 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/713
* Update sphinx requirement from <4.6,>=3.0 to >=3.0,<5.1 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/714
* LaTeX Math in README.md by marvinpfoertner in https://github.com/probabilistic-numerics/probnum/pull/719
* Update sphinx requirement from <5.1,>=3.0 to >=3.0,<5.2 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/722
* Update jax[cpu] requirement from <0.3.14 to <0.3.17 by dependabot in https://github.com/probabilistic-numerics/probnum/pull/723
* Algebraic Operations on `Functions` by marvinpfoertner in https://github.com/probabilistic-numerics/probnum/pull/725

New Contributors
* alanchen-1 made their first contribution in https://github.com/probabilistic-numerics/probnum/pull/697
* luffingluffy made their first contribution in https://github.com/probabilistic-numerics/probnum/pull/704

**Full Changelog**: https://github.com/probabilistic-numerics/probnum/compare/v0.1.19...v0.1.20