Modelskill

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

* Improved scatter plots
* Density as an alternative to 2d histogram
* Optionally show a sample of points if many points
* Improved control of binning
* Chose quantiles to be plotted
* Improved visualization of QQ points
* Show grid
* Better colors in time series plots with multiple models


What's Changed
* Fix small plot bug in spatial.py by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/113
* Rearrange color palette by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/114
* Show scatter points sample by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/117
* Changes in QQ plot style by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/116
* Scatter density by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/120
* Don't use deprecated pd.DataFrame.append by ecomodeller in https://github.com/DHI/fmskill/pull/121
* added grid by daniel-caichac-DHI in https://github.com/DHI/fmskill/pull/122
* Adding models for the same observation after construction to Connector fails by ecomodeller in https://github.com/DHI/fmskill/pull/127

New Contributors
* daniel-caichac-DHI made their first contribution in https://github.com/DHI/fmskill/pull/113

**Full Changelog**: https://github.com/DHI/fmskill/compare/v0.5.1...v0.6.0