v1.3.0

Highlights

plot_marginal got a new argument show_lines and a helper function add_marginal_subplot to simplify subplots with plotly.

What's Changed

• DOC fix mkdocs-jupyter==0.24.7 by @lorentzenchr in #174
• MNT remove polyfill, javascipt updates and mkdocs-material version 9.5.31 by @lorentzenchr in #176
• MNT remove old fix for polars version 0.20 by @lorentzenchr in #182
• MNT simplify internal bin_feature a bit by @lorentzenchr in #183
• MNT remove old fix for polars version 0.20 part 2 by @lorentzenchr in #184
• CI switch back from macos-14 to macos-latest by @lorentzenchr in #185
• ENH add show_lines to plot_marginal by @lorentzenchr in #186
• FIX bin_edges with Null values in compute_marginal by @lorentzenchr in #188
• ENH add add_marginal_subplot by @lorentzenchr in #187
• CI use codecov token for upload by @lorentzenchr in #189
• ENH smaller confidence intervals in plot_reliability_diagram by @lorentzenchr in #190
• REL increase to version 1.3.0 by @lorentzenchr in #191

Full Changelog: v1.2.0...v1.3.0

v1.2.0

Highlights

The most important changes in this release are the following:

• The minimal required version of polars is now 1.0.0. This simplified a lot of code as polars had quite some deprecations in the releases before 1.0.0.
• Numpy 2.0.0 and higher is supported (and tested).
• 2 new functions for inspection of model calibration and model effects:
  • model_diagnostics.calibration.compute_marginal
  • model_diagnostics.calibration.plot_marginal which can look like this
    

What's Changed

• MNT Development Status :: 5 - Production/Stable by @lorentzenchr in #150
• MNT hatchling >= 1.24.2 by @lorentzenchr in #151
• MNT DOC mkdocs version and automatic dark-light mode by @lorentzenchr in #152
• DOC code block for pip install in README by @lorentzenchr in #153
• MNT ruff update, remove black by @lorentzenchr in #154
• MNT binning utilities by @lorentzenchr in #156
• DOC more general add unified docstring for y_pred by @lorentzenchr in #157
• MNT numpy 2.0.0 by @lorentzenchr in #158
• DOC add hatch config in development guide by @lorentzenchr in #159
• DOC make _config part of top level in API reference by @lorentzenchr in #160
• DOC add some more development commands for testing by @lorentzenchr in #161
• ENH compute_marginal and plot_marginal by @lorentzenchr in #162
• FIX drop in test_compute_marginal_multiple_predictions by @lorentzenchr in #164
• CI update test.yml and step order by @lorentzenchr in #163
• FIX typo in error message by @lorentzenchr in #166
• MNT increase minimum polars version to 1.0.0 by @lorentzenchr in #167
• DOC add more note links and minor doc improvements by @lorentzenchr in #168
• MNT remove polars_version by @lorentzenchr in #169
• CI add pyathon 3.12 and fix pandas without pyarrow installed by @lorentzenchr in #170
• DOC include inherited members in API reference by @lorentzenchr in #172
• REL increase to version 1.2.0 by @lorentzenchr in #171

Full Changelog: v1.1.1...v1.2.0

v1.1.1

This is a bugfix release.

What's Changed

• FIX polars 0.20.20 lazy neglects head(0) by @lorentzenchr in #148
• FIX remove argument plot_backend from plot_bias by @lorentzenchr in #147
• REL increase to version 1.1.1 by @lorentzenchr in #149

Full Changelog: v1.1.0...v1.1.1

v1.1.0

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

  from model_diagnostics import set_config
  
  set_config(plot_backend="plotly")

• Context manager

  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 #135
• CI make coverage account for full test matrix by @lorentzenchr in #137
• ENH add inital plotly backend to plot_reliability_diagram by @lorentzenchr in #136
• ENH add plotly backend to plot_bias by @lorentzenchr in #139
• ENH add plotly backend to plot_murphy_diagram by @lorentzenchr in #140
• ENH add config and move plot_backend to config system by @lorentzenchr in #141
• REL increase to version 1.1.0 by @lorentzenchr in #142

Full Changelog: v1.0.5...v1.1.0

v1.0.5

This is a bugfix release.

What's Changed

• FIX polars 0.20.4 deprecation warnings by @lorentzenchr in #133
• REL increase to version 1.0.5 by @lorentzenchr in #134

Full Changelog: v1.0.4...v1.0.5

v1.0.4

This is a bugfix release.

What's Changed

• FIX polars 0.20 by @lorentzenchr in #130
• DOC fix typo in identification_function docstring by @m-maggi in #129
• REL increase to version 1.0.4 by @lorentzenchr in #131

Full Changelog: v1.0.3...v1.0.4

v1.0.3

This is a bugfix release.

Highlights

• New example for classification #121

What's Changed

• MNT emoji extension of mkdoc material by @lorentzenchr in #122
• FIX polars 0.19.14 deprecation warnings by @lorentzenchr in #123
• DOC add classification example by @lorentzenchr in #121
• FIX correct functional as labels in plot_reliability_diagram by @m-maggi in #125
• DOC fix text on null hypothesis in quantile example by @lorentzenchr in #126
• REL increase to version 1.0.3 by @lorentzenchr in #127

New Contributors

• @m-maggi made their first contribution in #125

Full Changelog: v1.0.2...v1.0.3

v1.0.2

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 #106
• FIX raise informed error in decompose when recalibrated out of range by @lorentzenchr in #111
• CI always run better hatch env test matrix by @lorentzenchr in #112
• MNT increase minimum polars to 0.17.15 by @lorentzenchr in #114
• FIX boolean mask in numpy array by @lorentzenchr in #115
• TST add skip mechanism when pandas or pyarrow are not installed by @lorentzenchr in #116
• MNT move test helpers to _utils.test_helper by @lorentzenchr in #117
• FIX score decomposition when recalibrated outside range of y_pred by @lorentzenchr in #118
• REL increase to version 1.0.2 by @lorentzenchr in #119

Full Changelog: v1.0.1...v1.0.2

v1.0.1

Highlights

• Support for polars version 0.19.0 that introduced some breaking changes and several deprecation warnings.

What's Changed

• DOC add t-test for score difference in quantile example by @lorentzenchr in #96
• CI rename ci to deploy_docs and set workflow_dispatch trigger by @lorentzenchr in #97
• CI add 2nd monthly run of test matrix by @lorentzenchr in #100
• FIX deprecation warnings of polars 0.19 groupby and replace by @lorentzenchr in #101
• FIX edge case in decompose for constant y by @lorentzenchr in #102
• FIX isotonic_regression with median by @lorentzenchr in #103
• ENH improve y_obs and marginal in decompose by @lorentzenchr in #104
• REL increase to version 1.0.1 by @lorentzenchr in #105

Full Changelog: v1.0.0...v1.0.1

v1.0.0

Highlights

• Isotonic regression for all expectiles and quantiles enable reliability diagrams for those functionals and the score decomposition for all scoring functions that are consistent for them, e.g. for the pinball loss.
• New example on quantile regression
• The function decompose can now deal with multiple predictions at once, similar to compute_bias.

What's Changed

• DOC exclude test directories in gen_reg_pages.py by @lorentzenchr in #68
• MNT update to polars 0.17.2 by @lorentzenchr in #73
• MNT update mkdocs-material 9.1 and mkdocs-jupyter 0.24 by @lorentzenchr in #70
• ENH add generalized PAVA for isotonic regression by @lorentzenchr in #74
• ENH add IsotonicRegression class by @lorentzenchr in #78
• ENH add quantile to reliability diagram by @lorentzenchr in #79
• ENH add quantiles and expectile to scoring.decompose by @lorentzenchr in #81
• MNT update gitignore excluding some ipynb by @lorentzenchr in #82
• MNT update dependencies by @lorentzenchr in #83
• CI add monthly run of test matrix by @lorentzenchr in #84
• MNT deploy docs on release instread of on push by @lorentzenchr in #85
• MNT increase mypy to version 1.4 by @lorentzenchr in #86
• ENH add confidence_level to plot_bias by @lorentzenchr in #87
• ENH support multiple y_pred models in scoring.decompose by @lorentzenchr in #88
• DOC add quantile regression example by @lorentzenchr in #91
• DOC extend readme and index by @lorentzenchr in #93
• REL increase to version 1.0.0rc0 by @lorentzenchr in #92
• DOC update index, readme and quantile regression example by @lorentzenchr in #94
• REL increase to version 1.0.0 by @lorentzenchr in #95

Full Changelog: v0.2.0...v1.0.0