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Release Notes
=============

Version 1.3.8 (released Aug 15, 2024)
-------------------------------------

* Bump pypa/cibuildwheel from 2.19.1 to 2.19.2 by `@dependabot <https://github.com/dependabot>`_ in `#63 <https://github.com/zillow/quantile-forest/pull/63>`_
* Update Interpolation Docstring by `@reidjohnson <https://github.com/reidjohnson>`_ in `#64 <https://github.com/zillow/quantile-forest/pull/64>`_
* Add Hugging Face Hub Example by `@reidjohnson <https://github.com/reidjohnson>`_ in `#65 <https://github.com/zillow/quantile-forest/pull/65>`_
* Fix Doc Warning by `@reidjohnson <https://github.com/reidjohnson>`_ in `#66 <https://github.com/zillow/quantile-forest/pull/66>`_
* Add Tree SHAP Example by `@reidjohnson <https://github.com/reidjohnson>`_ in `#67 <https://github.com/zillow/quantile-forest/pull/67>`_
* Update Example Plots by `@reidjohnson <https://github.com/reidjohnson>`_ in `#68 <https://github.com/zillow/quantile-forest/pull/68>`_
* Add Proximity Counts Example by `@reidjohnson <https://github.com/reidjohnson>`_ in `#70 <https://github.com/zillow/quantile-forest/pull/70>`_
* Add Quantile Ranks Example by `@reidjohnson <https://github.com/reidjohnson>`_ in `#69 <https://github.com/zillow/quantile-forest/pull/69>`_
* Fix Feature Name Warning by `@reidjohnson <https://github.com/reidjohnson>`_ in `#71 <https://github.com/zillow/quantile-forest/pull/71>`_
* Bump pypa/cibuildwheel from 2.19.2 to 2.20.0 by `@dependabot <https://github.com/dependabot>`_ in `#72 <https://github.com/zillow/quantile-forest/pull/72>`_
* Fix for `monotonic_cst` by `@reidjohnson <https://github.com/reidjohnson>`_ in `#74 <https://github.com/zillow/quantile-forest/pull/74>`_
* Fix Monotonic Constraint Performance by `@reidjohnson <https://github.com/reidjohnson>`_ in `#75 <https://github.com/zillow/quantile-forest/pull/75>`_

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.3.7...v1.3.8

Version 1.3.7 (released Jun 19, 2024)
-------------------------------------

- Compatibility for NumPy 2.0 (#59)
- Bump pypa/gh-action-pypi-publish from 1.8.14 to 1.9.0 (#56)
- Bump pypa/cibuildwheel from 2.18.1 to 2.19.1 (#57)
* Compatibility for NumPy 2.0 by `@reidjohnson <https://github.com/reidjohnson>`_ in `#59 <https://github.com/zillow/quantile-forest/pull/59>`_
* Bump pypa/gh-action-pypi-publish from 1.8.14 to 1.9.0 by `@dependabot <https://github.com/dependabot>`_ in `#56 <https://github.com/zillow/quantile-forest/pull/56>`_
* Bump pypa/cibuildwheel from 2.18.1 to 2.19.1 by `@dependabot <https://github.com/dependabot>`_ in `#57 <https://github.com/zillow/quantile-forest/pull/57>`_

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.3.6...v1.3.7

Version 1.3.6 (released May 22, 2024)
-------------------------------------

- Fix import of scikit-learn 1.5 `parse_version` (#52)
- Update pre-commit hooks (#53)
* Fix import of scikit-learn 1.5 `parse_version` by `@reidjohnson <https://github.com/reidjohnson>`_ in `#52 <https://github.com/zillow/quantile-forest/pull/52>`_
* Update pre-commit hooks by `@reidjohnson <https://github.com/reidjohnson>`_ in `#53 <https://github.com/zillow/quantile-forest/pull/53>`_

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.3.5...v1.3.6

Version 1.3.5 (released Apr 15, 2024)
-------------------------------------

- Fix fractional `max_samples` (#47)
- Add support for `monotonic_cst` (#49)
* Fix fractional `max_samples` by `@reidjohnson <https://github.com/reidjohnson>`_ in `#47 <https://github.com/zillow/quantile-forest/pull/47>`_
* Add support for `monotonic_cst` by `@reidjohnson <https://github.com/reidjohnson>`_ in `#49 <https://github.com/zillow/quantile-forest/pull/49>`_

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.3.4...v1.3.5

Version 1.3.4 (released Feb 21, 2024)
-------------------------------------

- Reorder multi-target outputs (#35)
- Add tests for model serialization (#36)
- Update and fix documentation and examples
* Reorder multi-target outputs by `@reidjohnson <https://github.com/reidjohnson>`_ in `#35 <https://github.com/zillow/quantile-forest/pull/35>`_
* Add tests for model serialization by `@reidjohnson <https://github.com/reidjohnson>`_ in `#36 <https://github.com/zillow/quantile-forest/pull/36>`_
* Update and fix documentation and examples

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.3.3...v1.3.4

Version 1.3.3 (released Feb 16, 2024)
-------------------------------------

- Set default value of `weighted_leaves` at prediction time to False (#34)
- Update and fix documentation and examples
* Set default value of `weighted_leaves` at prediction time to False by `@reidjohnson <https://github.com/reidjohnson>`_ in `#34 <https://github.com/zillow/quantile-forest/pull/34>`_
* Update and fix documentation and examples

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.3.2...v1.3.3

Version 1.3.2 (released Feb 15, 2024)
-------------------------------------

- Fix bug in multi-target output when `max_samples_leaf` > 1 (#30)
- Update quantile forest examples (#31)
- Update and fix documentation (#33)
* Fix bug in multi-target output when `max_samples_leaf` > 1 by `@reidjohnson <https://github.com/reidjohnson>`_ in `#30 <https://github.com/zillow/quantile-forest/pull/30>`_
* Update quantile forest examples by `@reidjohnson <https://github.com/reidjohnson>`_ in `#31 <https://github.com/zillow/quantile-forest/pull/31>`_
* Update and fix documentation by `@reidjohnson <https://github.com/reidjohnson>`_ in `#33 <https://github.com/zillow/quantile-forest/pull/33>`_

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.3.1...v1.3.2

Version 1.3.1 (released Feb 12, 2024)
-------------------------------------

- Fix single-output performance regression (#29)
* Fix single-output performance regression by `@reidjohnson <https://github.com/reidjohnson>`_ in `#29 <https://github.com/zillow/quantile-forest/pull/29>`_

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.3.0...v1.3.1

Version 1.3.0 (released Feb 11, 2024)
-------------------------------------

- Support for multiple-output quantile regression (#26)
- Update conformalized quantile regression example (#28)
* Support for multiple-output quantile regression by `@reidjohnson <https://github.com/reidjohnson>`_ in `#26 <https://github.com/zillow/quantile-forest/pull/26>`_
* Update conformalized quantile regression example by `@reidjohnson <https://github.com/reidjohnson>`_ in `#28 <https://github.com/zillow/quantile-forest/pull/28>`_

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.2.5...v1.3.0

Version 1.2.5 (released Feb 10, 2024)
-------------------------------------

- Fix weighted leaf and quantile bug (#27)
* Fix weighted leaf and quantile bug by `@reidjohnson <https://github.com/reidjohnson>`_ in `#27 <https://github.com/zillow/quantile-forest/pull/27>`_

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.2.4...v1.2.5

Version 1.2.4 (released Jan 16, 2024)
-------------------------------------

- Use base model parameter validation when available
- Resolve Cython 3 deprecation warnings
* Use base model parameter validation when available
* Resolve Cython 3 deprecation warnings

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.2.3...v1.2.4

Version 1.2.3 (released Oct 09, 2023)
-------------------------------------

- Fix bug that could prevent interpolation from being correctly applied (#15)
- Update documentation and docstrings
* Fix bug that could prevent interpolation from being correctly applied by `@reidjohnson <https://github.com/reidjohnson>`_ in `#15 <https://github.com/zillow/quantile-forest/pull/15>`_
* Update documentation and docstrings

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.2.2...v1.2.3

Version 1.2.2 (released Oct 08, 2023)
-------------------------------------

- Optimize performance for predictions when `max_samples_leaf` = 1 (#13)
- Update documentation and examples (#14)
* Optimize performance for predictions when `max_samples_leaf` = 1 by `@reidjohnson <https://github.com/reidjohnson>`_ in `#13 <https://github.com/zillow/quantile-forest/pull/13>`_
* Update documentation and examples by `@reidjohnson <https://github.com/reidjohnson>`_ in `#14 <https://github.com/zillow/quantile-forest/pull/14>`_

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.2.1...v1.2.2

Version 1.2.1 (released Oct 04, 2023)
-------------------------------------

- More efficient calculation of weighted quantiles (#11)
- Add support for Python version 3.12
* More efficient calculation of weighted quantiles by `@reidjohnson <https://github.com/reidjohnson>`_ in `#11 <https://github.com/zillow/quantile-forest/pull/11>`_
* Add support for Python version 3.12

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.2.0...v1.2.1

Version 1.2.0 (released Aug 01, 2023)
-------------------------------------

- Add optional default_quantiles parameter to the model initialization
- Update documentation
* Add optional default_quantiles parameter to the model initialization
* Update documentation

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.1.3...v1.2.0

Version 1.1.3 (released Jul 08, 2023)
-------------------------------------

- Fix building from the source distribution
- Minor update to documentation
* Fix building from the source distribution
* Minor update to documentation

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.1.2...v1.1.3

Version 1.1.2 (released Mar 22, 2023)
-------------------------------------

- Fix for compatibility with development version of scikit-learn
- Update documentation and examples
* Fix for compatibility with development version of scikit-learn
* Update documentation and examples

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.1.1...v1.1.2

Version 1.1.1 (released Dec 19, 2022)
-------------------------------------

- Fix for compatibility with scikit-learn 1.2.0
- Fix to documentation
- Update version requirements
* Fix for compatibility with scikit-learn 1.2.0
* Fix to documentation
* Update version requirements

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.1.0...v1.1.1

Version 1.1.0 (released Nov 07, 2022)
-------------------------------------

- Update default `max_samples_leaf` to 1 (previously None)
- Update documentation and unit tests
- Miscellaneous update for compatibility with scikit-learn >= 1.1.0
* Update default `max_samples_leaf` to 1 (previously None)
* Update documentation and unit tests
* Miscellaneous update for compatibility with scikit-learn >= 1.1.0

This version supports Python versions 3.8 to 3.11. Note that support for 32-bit Python on Windows has been dropped in this release.

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.0.2...v1.1.0

Version 1.0.2 (released Mar 28, 2022)
-------------------------------------

- Add sample weighting by leaf size
* Add sample weighting by leaf size

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.0.1...v1.0.2

Version 1.0.1 (released Mar 23, 2022)
-------------------------------------

- Suppresses UserWarning
* Suppresses UserWarning

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.0.0...v1.0.1

Version 1.0.0 (released Mar 23, 2022)
-------------------------------------
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