Dlup

What's Changed
* Support multiclass in `convert_annotations` (228)
* Support colors and z_indices in Annotations (228)
* Several performance improvements and bugfixes


**Full Changelog**: https://github.com/NKI-AI/dlup/compare/v0.3.38...v0.5.0

Update with breaking changes
Next to several bugfixes, a major change is that the `SlideImage` and the dataset classes now output a `pyvips.Image`. For a simple fix, you can do the following:
python
pil_image = PIL.Image.fromarray(np.asarray(sample["image"]))

Note that calling `np.asarray()` on the image returns the same data as was previously the case with PIL. This changes has led to several performance improvements

Bugfixes
* TiffWriter did not work properly when using a pyramid. This has now been fixed.


**Full Changelog**: https://github.com/NKI-AI/dlup/compare/v0.3.38...v0.4.0

What's Changed
* Enlarge scope backends by jonasteuwen in https://github.com/NKI-AI/dlup/pull/225


**Full Changelog**: https://github.com/NKI-AI/dlup/compare/v0.3.37...v0.3.38

What's Changed
* Implement mode in backends by jonasteuwen in https://github.com/NKI-AI/dlup/pull/207
* Enlarge scope of possible backends by jonasteuwen in https://github.com/NKI-AI/dlup/pull/219
* Implement Halo annotations rharkes in https://github.com/NKI-AI/dlup/pull/220
* Update github actions by rharkes in https://github.com/NKI-AI/dlup/pull/220

New Contributors
* rharkes made their first contribution in https://github.com/NKI-AI/dlup/pull/220

**Full Changelog**: https://github.com/NKI-AI/dlup/compare/v0.3.36...v0.3.37

What's Changed
* Fix annotation order of WsiAnnotations when sorting is None by BPdeRooij in https://github.com/NKI-AI/dlup/pull/215

New Contributors
* BPdeRooij made their first contribution in https://github.com/NKI-AI/dlup/pull/215

**Full Changelog**: https://github.com/NKI-AI/dlup/compare/v0.3.35...v0.3.36

A few small breaking changes and an update

Breaking changes
Removed utilities to move towards version 1.0, which should have only tested functionality. The masking utility will be replaced by [ahcore](https://github.com/NKI-AI/ahcore) as the FESI methods are, in general, not very good.

* Remove mask utility by jonasteuwen in https://github.com/NKI-AI/dlup/pull/209
* Remove multiscale dataset by jonasteuwen in https://github.com/NKI-AI/dlup/pull/211

What's New
* Add an optional `colormap` parameter while writing tiff files. by AjeyPaiK in https://github.com/NKI-AI/dlup/pull/213


**Full Changelog**: https://github.com/NKI-AI/dlup/compare/v0.3.34...v0.3.35