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π Skrub 0.11.0 has been released π
What's Changed
Main Features
- Add CategoricalEncoder combining OneHotEncoder and TargetEncoder by @faithlesstomas in #2244
- add caching to .skb.apply by @jeromedockes in #2017
- FEAT - Optimize session encoder to improve performance by @rcap107 in #2285
- Exposing transformations applied by
CleanerandTableVectorizerby @emassoulie in #2122
Other Changes
- Adding banner linking to the DOI by @rcap107 in #2265
- Renaming TextEncoder -> LLMEncoder by @rcap107 in #2255
- MAINT - move the docs folder to the skrub folder by @rcap107 in #2274
- DOC - expanding the docstring of data ops by @rcap107 in #2277
- Support tuple unpacking of DataOps by @e-strauss in #2243
- feat: take pipeline's estimator into account to decide tabular vectorizer options in TabularPipeline by @khaoulariad in #2152
- MAINT - bumping minimum reqs for release 0.11 by @rcap107 in #2280
- fix(ToDatetime): accept pandas columns of datetime.date objects by @Sanjays2402 in #2231
- DOC - Adding guide on describing transformations by @rcap107 in #2297
- feat: add
accept_numerickwarg toToCategoricalby @lisaleemcb in #2252 - Fix Issue 2114: Accept estimators that don't inherit from sklearn.BaseEstimator in tabular_pipeline by @ljdyer in #2225
- speed up dataop graph walk during checks by @jeromedockes in #2296
- Dataop reports have links to source code by @jeromedockes in #2292
.skb.full_report(eval=False)by @jeromedockes in #2308- full_report -> report by @jeromedockes in #2310
New Contributors
- @Khadija-de made their first contribution in #2212
- @ashwinvis made their first contribution in #2222
- @ashiorkornortey made their first contribution in #2103
- @amir-rezaei made their first contribution in #2230
- @ShreyanshGoyal made their first contribution in #2216
- @Jayant-kernel made their first contribution in #2245
- @Hrafz made their first contribution in #2238
- @dylanpulver made their first contribution in #2250
- @khaoulariad made their first contribution in #2152
- @Sanjays2402 made their first contribution in #2231
- @vedant1100 made their first contribution in #2282
- @ljdyer made their first contribution in #2225
- @faithlesstomas made their first contribution in #2244
Full Changelog: 0.10.1...0.11.0