🌟 Skrub 0.11.0 has been released 🌟

What's Changed

Main Features

• Add CategoricalEncoder combining OneHotEncoder and TargetEncoder by @faithlesstomas in https://github.com/skrub-data/skrub/pull/2244
• add caching to .skb.apply by @jeromedockes in https://github.com/skrub-data/skrub/pull/2017
• FEAT - Optimize session encoder to improve performance by @rcap107 in https://github.com/skrub-data/skrub/pull/2285
• Exposing transformations applied by Cleaner and TableVectorizer by @emassoulie in https://github.com/skrub-data/skrub/pull/2122

Other Changes

• Adding banner linking to the DOI by @rcap107 in https://github.com/skrub-data/skrub/pull/2265

• Renaming TextEncoder -> LLMEncoder by @rcap107 in https://github.com/skrub-data/skrub/pull/2255

• MAINT - move the docs folder to the skrub folder by @rcap107 in https://github.com/skrub-data/skrub/pull/2274

• DOC - expanding the docstring of data ops by @rcap107 in https://github.com/skrub-data/skrub/pull/2277

• Support tuple unpacking of DataOps by @e-strauss in https://github.com/skrub-data/skrub/pull/2243

• feat: take pipeline's estimator into account to decide tabular vectorizer options in TabularPipeline by @khaoulariad in https://github.com/skrub-data/skrub/pull/2152

• MAINT - bumping minimum reqs for release 0.11 by @rcap107 in https://github.com/skrub-data/skrub/pull/2280

• fix(ToDatetime): accept pandas columns of datetime.date objects by @Sanjays2402 in https://github.com/skrub-data/skrub/pull/2231

• DOC - Adding guide on describing transformations by @rcap107 in https://github.com/skrub-data/skrub/pull/2297

• feat: add accept_numeric kwarg to ToCategorical by @lisaleemcb in https://github.com/skrub-data/skrub/pull/2252

• Fix Issue 2114: Accept estimators that don't inherit from sklearn.BaseEstimator in tabular_pipeline by @ljdyer in https://github.com/skrub-data/skrub/pull/2225

• speed up dataop graph walk during checks by @jeromedockes in https://github.com/skrub-data/skrub/pull/2296

• Dataop reports have links to source code by @jeromedockes in https://github.com/skrub-data/skrub/pull/2292

• .skb.full_report(eval=False) by @jeromedockes in https://github.com/skrub-data/skrub/pull/2308

• full_report -> report by @jeromedockes in https://github.com/skrub-data/skrub/pull/2310

New Contributors

• @Khadija-de made their first contribution in https://github.com/skrub-data/skrub/pull/2212
• @ashwinvis made their first contribution in https://github.com/skrub-data/skrub/pull/2222
• @ashiorkornortey made their first contribution in https://github.com/skrub-data/skrub/pull/2103
• @amir-rezaei made their first contribution in https://github.com/skrub-data/skrub/pull/2230
• @ShreyanshGoyal made their first contribution in https://github.com/skrub-data/skrub/pull/2216
• @Jayant-kernel made their first contribution in https://github.com/skrub-data/skrub/pull/2245
• @Hrafz made their first contribution in https://github.com/skrub-data/skrub/pull/2238
• @dylanpulver made their first contribution in https://github.com/skrub-data/skrub/pull/2250
• @khaoulariad made their first contribution in https://github.com/skrub-data/skrub/pull/2152
• @Sanjays2402 made their first contribution in https://github.com/skrub-data/skrub/pull/2231
• @vedant1100 made their first contribution in https://github.com/skrub-data/skrub/pull/2282
• @ljdyer made their first contribution in https://github.com/skrub-data/skrub/pull/2225
• @faithlesstomas made their first contribution in https://github.com/skrub-data/skrub/pull/2244

Full Changelog: https://github.com/skrub-data/skrub/compare/0.10.1...0.11.0