Model-diagnostics

This is a bugfix release.
What's Changed
* FIX polars 0.20.20 lazy neglects head(0) by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/148
* FIX remove argument plot_backend from plot_bias by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/147
* REL increase to version 1.1.1 by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/149


**Full Changelog**: https://github.com/lorentzenchr/model-diagnostics/compare/v1.1.0...v1.1.1

Highlights
This release ships with the option to plot with plotly instead of matplotlib, but plotly is only an optional dependency only required if this option is used:
- Set global settings
python
from model_diagnostics import set_config

set_config(plot_backend="plotly")

- Context manager
python
from model_diagnostics import config_context
from model_diagnostics.calibration import plot_bias

with config_context(plot_backend="plotly"):
plot_bias(...)


What's Changed
* DOC fix docstrings after sub-bullet points by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/135
* CI make coverage account for full test matrix by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/137
* ENH add inital plotly backend to plot_reliability_diagram by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/136
* ENH add plotly backend to plot_bias by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/139
* ENH add plotly backend to plot_murphy_diagram by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/140
* ENH add config and move plot_backend to config system by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/141
* REL increase to version 1.1.0 by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/142


**Full Changelog**: https://github.com/lorentzenchr/model-diagnostics/compare/v1.0.5...v1.1.0

This is a bugfix release.

What's Changed
* FIX polars 0.20.4 deprecation warnings by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/133
* REL increase to version 1.0.5 by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/134


**Full Changelog**: https://github.com/lorentzenchr/model-diagnostics/compare/v1.0.4...v1.0.5

This is a bugfix release.

What's Changed
* FIX polars 0.20 by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/130
* DOC fix typo in identification_function docstring by m-maggi in https://github.com/lorentzenchr/model-diagnostics/pull/129
* REL increase to version 1.0.4 by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/131


**Full Changelog**: https://github.com/lorentzenchr/model-diagnostics/compare/v1.0.3...v1.0.4

This is a bugfix release.

Highlights
* New example for classification 121

What's Changed
* MNT emoji extension of mkdoc material by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/122
* FIX polars 0.19.14 deprecation warnings by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/123
* DOC add classification example by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/121
* FIX correct functional as labels in plot_reliability_diagram by m-maggi in https://github.com/lorentzenchr/model-diagnostics/pull/125
* DOC fix text on null hypothesis in quantile example by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/126
* REL increase to version 1.0.3 by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/127

New Contributors
* m-maggi made their first contribution in https://github.com/lorentzenchr/model-diagnostics/pull/125

**Full Changelog**: https://github.com/lorentzenchr/model-diagnostics/compare/v1.0.2...v1.0.3

This is a bugfix release that increases the minimum polars version to 0.17.15.

What's Changed
* DOC update dev doc by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/106
* FIX raise informed error in decompose when recalibrated out of range by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/111
* CI always run better hatch env test matrix by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/112
* MNT increase minimum polars to 0.17.15 by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/114
* FIX boolean mask in numpy array by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/115
* TST add skip mechanism when pandas or pyarrow are not installed by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/116
* MNT move test helpers to _utils.test_helper by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/117
* FIX score decomposition when recalibrated outside range of y_pred by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/118
* REL increase to version 1.0.2 by lorentzenchr in https://github.com/lorentzenchr/model-diagnostics/pull/119


**Full Changelog**: https://github.com/lorentzenchr/model-diagnostics/compare/v1.0.1...v1.0.2