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

v1.0.0 release candiate 0

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

Full Changelog: v0.2.0...v1.0.0rc0

v0.2.0

What's Changed

• DOC hyperlink in highlights of frontpage by @lorentzenchr in #46
• CI codecov setup by @lorentzenchr in #47
• DOC add codecov badge by @lorentzenchr in #48
• DOC add link to release notes by @lorentzenchr in #49
• MNT add .codecov.yml by @lorentzenchr in #50
• TST add test_compute_bias_1d_array_like by @lorentzenchr in #51
• CI upload coverage report only once by @lorentzenchr in #52
• FIX p-value when stderr is zero but bias_count>=2 by @lorentzenchr in #54
• ENH keep null values in compute_bias for low n_bins by @lorentzenchr in #53
• DOC add trunk-based development by @lorentzenchr in #55
• DOC fix typos by @mayer79 in #56
• FIX account for Null value when binning in compute_bias by @lorentzenchr in #57
• FIX fix logic for string features with n_bins in compute_bias by @lorentzenchr in #58
• ENH plot null values in plot_bias by @lorentzenchr in #59
• ENH add ElementaryScore by @lorentzenchr in #60
• FIX ElementaryScore always non-negative by @lorentzenchr in #62
• ENH add plot_murphy_diagram by @lorentzenchr in #63
• ENH plot_bias with Null values by @lorentzenchr in #65
• DOC add Murphy plot to regression example by @lorentzenchr in #66
• REL increase to version 0.2.0 by @lorentzenchr in #67

New Contributors

• @mayer79 made their first contribution in #56

Full Changelog: v0.1.1...v0.2.0