What's Changed

New Features 🎉

• Add raw_to_aggregate for aggregation of unsupported sklearn types by @williambdean in #141
• Add cal accessor for polars LazyFrame by @williambdean in #142

Documentation 📖

• Point out polars and narwhals in the docs by @williambdean in #138

Full Changelog: v1.6.0...v1.7.0

What's Changed

New Features 🎉

• Implement sklearn_tags and remove test warnings by @williambdean in #116
• Narwhals for all transformations except widen by @williambdean in #130
• Polars extensions by @williambdean in #136

Bugfixes 🐛

• Fix sklearn HTML rendering by @williambdean in #73

Maintenance 🔧

• Use levels in unstack method by @williambdean in #69
• Future-proof conjugate-models use by @williambdean in #75
• Drop older typing by @williambdean in #84
• Fix Calendar typo by @williambdean in #129

New Contributors

• @dependabot made their first contribution in #82
• @pre-commit-ci made their first contribution in #86

Full Changelog: v1.5.0...v1.6.0

What's Changed

New Features 🎉

• Sklearn documentation links, python 3.8 drop and 3.12 add by @wd60622 in #57
• pass read kwargs to pd.read_csv by @wd60622 in #63

Bugfixes 🐛

• matplotlib lower bound by @wd60622 in #60
• Fix divide_by_even_rate bug by @wd60622 in #61

Maintenance 🔧

• test for no model warnings if predict / transform mismatch from fit type by @wd60622 in #64

Full Changelog: v1.4.0...v1.5.0

What's Changed

New Features 🎉

• allow for series or DataFrame in stack_segments by @wd60622 in #47
• Split normalize method and add deprecation warning by @wd60622 in #48
• Multiday / Multiweek calendar event for more plotting customization by @wd60622 in #49

Full Changelog: v1.3.0...v1.4.0

What's Changed

New Features 🎉

• Post, new method, and rolling deprecation by @wd60622 in #43

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

What's Changed

New Features 🎉

• Make pymc optional by @wd60622 in #42

Full Changelog: v1.1.0...v1.2.0

What's Changed

New Features 🎉

• Format code with ruff by @wd60622 in #34
• MultiIndex dow hour instead of custom vocab by @wd60622 in #36
• add _ after fit variables for sklearn convention by @wd60622 in #38
• implement conditional probabilities by @wd60622 in #39

Documentation 📖

• add some badges by @wd60622 in #31
• fix the links in README by @wd60622 in #37

Maintenance 🔧

• PyMC talk slides by @wd60622 in #19

Full Changelog: v1.0.0...v1.1.0

What's Changed

New Features 🎉

• Generalize time slot by @wd60622 in #11
• methods on dataframe by @wd60622 in #13
• 1.0.0 Release preparation by @wd60622 in #20

Bugfixes 🐛

• remove use of even_prob by @wd60622 in #12

Documentation 📖

• add comments to all by @wd60622 in #18

New Contributors

• @wd60622 made their first contribution in #11

Full Changelog: https://github.com/wd60622/latent-calendar/commits/v1.0.0