Dianna

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

initial
Exploratory work for dianna

initial
Exploratory work for dianna