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v0.9.8

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version bump and make update

v0.9.5

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bump (#744)

v0.9.4

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version bump (#727)

* version-bump

* version 0.9.4

v0.9.3

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chore: improve error message for `ZeroDivisionError` in `LowessRegres…

…sion` (#708)

* chore: improve error message for ZeroDivisionError in LowessRegression

* comment for future selves

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Co-authored-by: vincent d warmerdam <vincentwarmerdam@gmail.com>

v0.9.2

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version

v0.9.1

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version: bump to 0.9.1 (#686)

v0.9.0

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feat: Narwhals for dataframe-agnostic codebase (#671)

* placeholder to develop narwhals features

* feat: make `ColumnDropper` dataframe-agnostic (#655)

* feat: make ColumnDropped dataframe-agnostic

* use narwhals[polars] in pyproject.toml, link to list of supported libraries

* note that narwhals is used for cross-dataframe support

* test refactor

* docstrings

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Co-authored-by: FBruzzesi <francesco.bruzzesi.93@gmail.com>

* feat: make ColumnSelector dataframe-agnostic (#659)

* columnselector with test rufformatted

* adding whitespace

* fixed the fit and transform

* removed intendation in examples

* font:false

* feat: make `add_lags` dataframe-agnostic (#661)

* make add_lags dataframe-agnostic

* try getting tests to run?

* patch: cvxpy 1.5.0 support (#663)

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Co-authored-by: Francesco Bruzzesi <42817048+FBruzzesi@users.noreply.github.com>

* Make `RegressionOutlier` dataframe-agnostic (#665)

* make regression outlier df-agnostic

* need to use eager-only for this one

* pass native to check_array

* remove cudf, link to check_X_y

* feat: Make InformationFilter dataframe-agnostic

* Make Timegapsplit dataframe-agnostic (#668)

* make timegapsplit dataframe-agnostic

* actually, include cuDF

* feat: make FairClassifier data-agnostic (#669)

* start all over

* fixture working

* wip

* passing tests - again

* pre-commit complaining

* changed fixture on test_demographic_parity

* feat: Make PandasTypeSelector selector dataframe-agnostic (#670)

* make pandas dtype selector df-agnostic

* bump version

* 3.8 compat

* Update sklego/preprocessing/pandastransformers.py

Co-authored-by: Francesco Bruzzesi <42817048+FBruzzesi@users.noreply.github.com>

* fixup pyproject.toml

* unify (and test!) error message

* deprecate

* update readme

* undo contribution.md change

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Co-authored-by: Francesco Bruzzesi <42817048+FBruzzesi@users.noreply.github.com>

* format typeselector and bump version

* feat: Make grouped and hierarchical dataframe-agnostic (#667)

* feat: make grouped and hierarchical dataframe-agnostic

* add pyarrow

* narwhals grouped_transformer

* grouped transformer eureka

* hierarchical narwhalified

* so close but so far

* return series instead of DataFrame for y

* grouped WIP

* merge branch and fix grouped

* future annotations

* format

* handling negative indices

* solve conflicts

* hacking C

* fairness: change C values in tests

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Co-authored-by: Marco Edward Gorelli <marcogorelli@protonmail.com>
Co-authored-by: Magdalena Anopsy <74981211+anopsy@users.noreply.github.com>
Co-authored-by: Dea María Léon <deamarialeon@gmail.com>

v0.8.2

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Docstrings API examples (#648)

* Example for `FormulaicTransformer`

* Example for `IdentityTransformer`

* Example for `PandasTypeSelector`

* Example for `InformationFilter`
 
* Example for `RepeatingBasisFunction`

* Fix `Examples` keyword in docstring

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Co-authored-by: Francesco Bruzzesi <42817048+FBruzzesi@users.noreply.github.com>

v0.8.0

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feature tags (#625)

v0.7.4

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V0.7.3 (#613)

* update

* urgh