Modelskill

Many changes, but we are not 100% certain about all details of the public API.

What's Changed
* Source dist without notebooks and tests by ecomodeller in https://github.com/DHI/modelskill/pull/228
* Boxplot by jsmariegaard in https://github.com/DHI/modelskill/pull/229
* devcontainer initial setup by PaulDanielML in https://github.com/DHI/modelskill/pull/223
* custom metrics in skill table by daniel-caichac-DHI in https://github.com/DHI/modelskill/pull/230
* Q-Q plot for easy comparison across multiple models by jsmariegaard in https://github.com/DHI/modelskill/pull/231
* Scatter vs histo density normalization by stkistner in https://github.com/DHI/modelskill/pull/233
* Filtering in scatter is deprecated, not removed by ecomodeller in https://github.com/DHI/modelskill/pull/239
* fit_to_quantile legend by daniel-caichac-DHI in https://github.com/DHI/modelskill/pull/238
* Consistent skill plot methods by ecomodeller in https://github.com/DHI/modelskill/pull/232
* Documentation update by ecomodeller in https://github.com/DHI/modelskill/pull/237
* Keep user defined model name by ecomodeller in https://github.com/DHI/modelskill/pull/244
* new_metrics_validation_services by daniel-caichac-DHI in https://github.com/DHI/modelskill/pull/241
* moved Peak Ratio by daniel-caichac-DHI in https://github.com/DHI/modelskill/pull/246
* Wind/wave rose plot by ecomodeller in https://github.com/DHI/modelskill/pull/240
* Support aux data in from_matched() by jsmariegaard in https://github.com/DHI/modelskill/pull/248
* Add missing api docs by jsmariegaard in https://github.com/DHI/modelskill/pull/252
* Plots directional axis by jsmariegaard in https://github.com/DHI/modelskill/pull/247
* Fix type hints by ecomodeller in https://github.com/DHI/modelskill/pull/255
* Change from base class to protocol by ecomodeller in https://github.com/DHI/modelskill/pull/259
* Remove reporting functionality by ecomodeller in https://github.com/DHI/modelskill/pull/253
* Comparer.rename() by ecomodeller in https://github.com/DHI/modelskill/pull/254
* Fix type hints due to latest matplotlib by ecomodeller in https://github.com/DHI/modelskill/pull/264
* Persist raw model data by ecomodeller in https://github.com/DHI/modelskill/pull/261
* move from_matched and compare to new module by jsmariegaard in https://github.com/DHI/modelskill/pull/266
* Move plot methods to plotting package by rywm-dhi in https://github.com/DHI/modelskill/pull/263
* Pandas deprecations by ecomodeller in https://github.com/DHI/modelskill/pull/265
* Use xarray dataset as internal data container by jsmariegaard in https://github.com/DHI/modelskill/pull/262
* Fix loading named styles by ecomodeller in https://github.com/DHI/modelskill/pull/270

New Contributors
* rywm-dhi made their first contribution in https://github.com/DHI/modelskill/pull/263

**Full Changelog**: https://github.com/DHI/modelskill/compare/v1.0.a1...v1.0.a2

What's Changed
* New dev version 0.9 by jsmariegaard in https://github.com/DHI/modelskill/pull/168
* Observation: rename .df to .data by jsmariegaard in https://github.com/DHI/modelskill/pull/166
* Remove multi-item-modelresults by jsmariegaard in https://github.com/DHI/modelskill/pull/165
* Comparer reorganization by jsmariegaard in https://github.com/DHI/modelskill/pull/169
* minimal style changes by daniel-caichac-DHI in https://github.com/DHI/modelskill/pull/171
* add warning scatter plot by daniel-caichac-DHI in https://github.com/DHI/modelskill/pull/173
* ModelResult isolated refactor by PaulDanielML in https://github.com/DHI/modelskill/pull/170
* Comparer internal data structure as xarray Dataset by jsmariegaard in https://github.com/DHI/modelskill/pull/172
* ModelResult - docs by ecomodeller in https://github.com/DHI/modelskill/pull/176
* Singleobscomparer by ecomodeller in https://github.com/DHI/modelskill/pull/175
* New Comparer method where() by jsmariegaard in https://github.com/DHI/modelskill/pull/177
* Comparer further refactoring by ecomodeller in https://github.com/DHI/modelskill/pull/179
* Rich compare method by jsmariegaard in https://github.com/DHI/modelskill/pull/180
* Style limits qq by daniel-caichac-DHI in https://github.com/DHI/modelskill/pull/182
* add degree to short names by daniel-caichac-DHI in https://github.com/DHI/modelskill/pull/188
* fix small density-bug and added test by daniel-caichac-DHI in https://github.com/DHI/modelskill/pull/189
* Replace ItemInfo with fmskill.Quantity by ecomodeller in https://github.com/DHI/modelskill/pull/191
* Save/load comparer(s) by ecomodeller in https://github.com/DHI/modelskill/pull/178
* Validate metrics by ecomodeller in https://github.com/DHI/modelskill/pull/195
* Multiple authors + pyproject.toml by ecomodeller in https://github.com/DHI/modelskill/pull/196
* added option for quantile regression in scatter by clemenscremer in https://github.com/DHI/modelskill/pull/197
* Matched data in a single dataframe by ecomodeller in https://github.com/DHI/modelskill/pull/192
* new logo by jsmariegaard in https://github.com/DHI/modelskill/pull/184
* Rename to ModelSkill by ecomodeller in https://github.com/DHI/modelskill/pull/199

New Contributors
* PaulDanielML made their first contribution in https://github.com/DHI/modelskill/pull/170
* clemenscremer made their first contribution in https://github.com/DHI/modelskill/pull/197

**Full Changelog**: https://github.com/DHI/modelskill/compare/v0.8.0...v1.0.a0

<del>FMskill</del> -> ModelSkill

Available as pre-release on PyPI:

Last release before major rewrite of back-end and release 1.0 which is expected in Q2.

What's Changed
* added skill table if requested by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/133
* Default style by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/136
* Added metric Kling Gupta Efficiency by ecomodeller in https://github.com/DHI/fmskill/pull/138
* added units flag scatter by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/134
* Define metrics in a single place by ecomodeller in https://github.com/DHI/fmskill/pull/139
* Histogram default to density=True by ecomodeller in https://github.com/DHI/fmskill/pull/143
* Alternative implementation of the scatter index by jsmariegaard in https://github.com/DHI/fmskill/pull/142
* Added missing case in unit display by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/145
* Added Skill Table if N_obs>1 by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/151
* Dataarray by ecomodeller in https://github.com/DHI/fmskill/pull/141
* Update to python version by ecomodeller in https://github.com/DHI/fmskill/pull/153
* Update vision.md by ecomodeller in https://github.com/DHI/fmskill/pull/156
* package-wide options by jsmariegaard in https://github.com/DHI/fmskill/pull/158
* return AX in scatter by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/162
* Mood Style by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/160
* max_gap_fix by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/148
* Fix warnings by ecomodeller in https://github.com/DHI/fmskill/pull/152
* Prepare release 0.8 by jsmariegaard in https://github.com/DHI/fmskill/pull/167


**Full Changelog**: https://github.com/DHI/fmskill/compare/v0.7.0...v0.8.0

What's Changed
* Make time offset configurable in TrackObservation by ecomodeller in https://github.com/DHI/fmskill/pull/126
* Adapt to mikeio 1.0 by jsmariegaard in https://github.com/DHI/fmskill/pull/128
* Remove WatObs part by jsmariegaard in https://github.com/DHI/fmskill/pull/129


**Full Changelog**: https://github.com/DHI/fmskill/compare/v0.6.0...v0.7.0