Dianna

What's Changed
* Update CI by egpbos in https://github.com/dianna-ai/dianna/pull/289
* 252 dashboard by gcroci2 in https://github.com/dianna-ai/dianna/pull/291
* use load_img from keras.utils to fix compatibility with tensorflow 2.9 by loostrum in https://github.com/dianna-ai/dianna/pull/316
* Always use labels keyword in dashboard, label (singular) does not exist by loostrum in https://github.com/dianna-ai/dianna/pull/318
* Fix typo in readme by ocean1 in https://github.com/dianna-ai/dianna/pull/306
* Run tests also on python 3.10 by loostrum in https://github.com/dianna-ai/dianna/pull/50
* Changing Tokenizer interface to be more consistent internally and with huggingface by APJansen in https://github.com/dianna-ai/dianna/pull/301
* Fix small typos in readme by geek-yang in https://github.com/dianna-ai/dianna/pull/323
* Split RISE into separate classes for text and images (91) by loostrum in https://github.com/dianna-ai/dianna/pull/325
* Fix text visualization in dashboard by loostrum in https://github.com/dianna-ai/dianna/pull/327
* expose SimpleModelRunner to user by cwmeijer in https://github.com/dianna-ai/dianna/pull/324

**Full Changelog**: https://github.com/dianna-ai/dianna/compare/v0.4.1...V0.5.0

This version is the final version before the JOSS publication. The version is identical to v0.4.1 except for changes in the paper and the citation file.

This is the version at the time of our JOSS paper submission.

What's Changed
* create skeleton for joss paper by gcroci2 in https://github.com/dianna-ai/dianna/pull/237
* revisit joss skeleton by gcroci2 in https://github.com/dianna-ai/dianna/pull/240
* add getting started to readme by cwmeijer in https://github.com/dianna-ai/dianna/pull/223
* Add demo notebook to tutorials folder by gcroci2 in https://github.com/dianna-ai/dianna/pull/260
* update readme, refer to latest m1 issue by cwmeijer in https://github.com/dianna-ai/dianna/pull/262
* update .bib with citations by gcroci2 in https://github.com/dianna-ai/dianna/pull/241
* Update fair-software.yml by jspaaks in https://github.com/dianna-ai/dianna/pull/269
* Joss paper by elboyran in https://github.com/dianna-ai/dianna/pull/267
* add dependency (fixes 270) by cwmeijer in https://github.com/dianna-ai/dianna/pull/274
* add youtube movie demo to readme by egpbos in https://github.com/dianna-ai/dianna/pull/275
* LIME in demo fixed by using RGB values (0-255) by egpbos in https://github.com/dianna-ai/dianna/pull/276


**Full Changelog**: https://github.com/dianna-ai/dianna/compare/v0.3.0...v0.4.0

Note about the version number. We skipped v0.4.0 because of issues while creating the release. This makes v0.4.1 the first release since 0.3.0.

What's Changed
* Lint docstrings as well by egpbos in https://github.com/dianna-ai/dianna/pull/74
* remove complete badges section from readme (refs 52) by cwmeijer in https://github.com/dianna-ai/dianna/pull/105
* Allow for passing explain_image/text kwargs to top-level function by loostrum in https://github.com/dianna-ai/dianna/pull/114
* 92 kernelshap with images by geek-yang in https://github.com/dianna-ai/dianna/pull/93
* Rename axes_labels parameter to axis_labels by loostrum in https://github.com/dianna-ai/dianna/pull/109
* add "more badges" badge by egpbos in https://github.com/dianna-ai/dianna/pull/118
* Add testing of tutorial notebooks using nbmake by egpbos in https://github.com/dianna-ai/dianna/pull/90
* add notebooks extras_require for running notebooks by cwmeijer in https://github.com/dianna-ai/dianna/pull/132
* Fix that get_kwargs_applicable_to_function would also return locals by loostrum in https://github.com/dianna-ai/dianna/pull/125
* add JOSS style metadata header to README.md by egpbos in https://github.com/dianna-ai/dianna/pull/158
* Improve README (partial): datsets; issue 134 by cwmeijer in https://github.com/dianna-ai/dianna/pull/113
* Tutorial notebook for RISE for images. by geek-yang in https://github.com/dianna-ai/dianna/pull/115
* Minor code issues by loostrum in https://github.com/dianna-ai/dianna/pull/156
* Tutorial notebook for KernelSHAP for images. by geek-yang in https://github.com/dianna-ai/dianna/pull/126
* Add LIME on images tutorial (fixes 97) by loostrum in https://github.com/dianna-ai/dianna/pull/111
* Cleanup root directory by egpbos in https://github.com/dianna-ai/dianna/pull/159
* LIME on text tutorial by loostrum in https://github.com/dianna-ai/dianna/pull/153
* optimize CI pip dependency installation by egpbos in https://github.com/dianna-ai/dianna/pull/167
* Developer documentation by egpbos in https://github.com/dianna-ai/dianna/pull/168
* Tutorials and method papers links in README by elboyran in https://github.com/dianna-ai/dianna/pull/164
* Fix use of label/labels kwarg in lime images tutorial. by loostrum in https://github.com/dianna-ai/dianna/pull/175
* add tutorial notebooks to documentation (refs 100) by cwmeijer in https://github.com/dianna-ai/dianna/pull/157
* Add RISE on text tutorial by loostrum in https://github.com/dianna-ai/dianna/pull/173
* improve the installation section of the readme by egpbos in https://github.com/dianna-ai/dianna/pull/179
* Readme: statement of need by elboyran in https://github.com/dianna-ai/dianna/pull/177
* README badges by egpbos in https://github.com/dianna-ai/dianna/pull/169
* added high level overview to readme by egpbos in https://github.com/dianna-ai/dianna/pull/178
* add tutorial notebooks conversion to onnx by geek-yang in https://github.com/dianna-ai/dianna/pull/176
* Remove need for batch axis in input images by loostrum in https://github.com/dianna-ai/dianna/pull/186
* separate link checker by cwmeijer in https://github.com/dianna-ai/dianna/pull/191
* Add cffconvert.yml to validate CITATION.cff by abelsiqueira in https://github.com/dianna-ai/dianna/pull/192
* Update README.md by elboyran in https://github.com/dianna-ai/dianna/pull/199
* 148-tutorials-readme by elboyran in https://github.com/dianna-ai/dianna/pull/172
* add more information to onnx section and pointers to conversion notebooks by geek-yang in https://github.com/dianna-ai/dianna/pull/194
* In RISE for text, mask tokens with a user-definable string instead of removing them by loostrum in https://github.com/dianna-ai/dianna/pull/185
* Add preprocess function option to kernelshap by loostrum in https://github.com/dianna-ai/dianna/pull/187
* fill roadmap by cwmeijer in https://github.com/dianna-ai/dianna/pull/195
* add pre-requisites for macbook pro with m1 pro chip users by gcroci2 in https://github.com/dianna-ai/dianna/pull/204
* add logos to tutorial notebooks by geek-yang in https://github.com/dianna-ai/dianna/pull/205
* 201_replace_heatmap_with_relevance by elboyran in https://github.com/dianna-ai/dianna/pull/210
* create links under docs/tutorials and correct header levels by gcroci2 in https://github.com/dianna-ai/dianna/pull/216
* add informative screenshots in the readme file by gcroci2 in https://github.com/dianna-ai/dianna/pull/214
* Automatically add channels for LIME if the input is greyscale by loostrum in https://github.com/dianna-ai/dianna/pull/215
* An attempt at fixing slow import by loostrum in https://github.com/dianna-ai/dianna/pull/188
* bigger logo by cwmeijer in https://github.com/dianna-ai/dianna/pull/220
* Add useful info for M1 users for DIANNA installation by gcroci2 in https://github.com/dianna-ai/dianna/pull/226
* 218 fix colormaps in notebooks by gcroci2 in https://github.com/dianna-ai/dianna/pull/227
* correct headers levels in tutorials by gcroci2 in https://github.com/dianna-ai/dianna/pull/225
* improve results in tutorial notebook kernelshap with geometric shapes by geek-yang in https://github.com/dianna-ai/dianna/pull/211
* Move markdown files to docs by loostrum in https://github.com/dianna-ai/dianna/pull/224

New Contributors
* elboyran made their first contribution in https://github.com/dianna-ai/dianna/pull/164
* abelsiqueira made their first contribution in https://github.com/dianna-ai/dianna/pull/192
* gcroci2 made their first contribution in https://github.com/dianna-ai/dianna/pull/204

**Full Changelog**: https://github.com/dianna-ai/dianna/compare/v0.2.1...v0.3.0

What's Changed
* Use only best class for auto-tuning of p_keep and fix use of xarray in auto-tuning by loostrum in https://github.com/dianna-ai/dianna/pull/86


**Full Changelog**: https://github.com/dianna-ai/dianna/compare/v0.2.0...v0.2.1