Release Notes

Version 1.3.11 (released Sep 10, 2024)

• Refactor leaf mapping by @reidjohnson in #80

• Update build linting by @reidjohnson in #81

• Check monotonic_cst before fit by @reidjohnson in #82

• Bump pypa/gh-action-pypi-publish from 1.9.0 to 1.10.0 by @dependabot in #83

• Fix unaggregated quantile ranks by @reidjohnson in #84

• Fix Cython build warnings by @reidjohnson in #86

• Bump pypa/gh-action-pypi-publish from 1.10.0 to 1.10.1 by @dependabot in #85

• Fix multi-target serialization by @reidjohnson in #88

• Fix doc tests by @reidjohnson in #89

Full Changelog: https://github.com/zillow/quantile-forest/compare/v1.3.10…v1.3.11

Version 1.3.10 (released Aug 31, 2024)

• Optimize leaf node mapping by @reidjohnson in #78

• Refactor helper functions by @reidjohnson in #79

• Update examples, documentation, and build

Full Changelog: https://github.com/zillow/quantile-forest/compare/v1.3.9…v1.3.10

Version 1.3.9 (released Aug 23, 2024)

• Fix reproduction of scikit-learn trees with MAE criterion by @reidjohnson in #77

• Update documentation and examples

Full Changelog: https://github.com/zillow/quantile-forest/compare/v1.3.8…v1.3.9

Version 1.3.8 (released Aug 15, 2024)

• Bump pypa/cibuildwheel from 2.19.1 to 2.19.2 by @dependabot in #63

• Update interpolation docstring by @reidjohnson in #64

• Add Hugging Face Hub example by @reidjohnson in #65

• Fix doc warning by @reidjohnson in #66

• Add Tree SHAP example by @reidjohnson in #67

• Update example plots by @reidjohnson in #68

• Add proximity counts example by @reidjohnson in #70

• Add quantile ranks example by @reidjohnson in #69

• Fix feature name warning by @reidjohnson in #71

• Bump pypa/cibuildwheel from 2.19.2 to 2.20.0 by @dependabot in #72

• Fix for monotonic_cst by @reidjohnson in #74

• Fix monotonic constraint performance by @reidjohnson in #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 by @reidjohnson in #59

• Bump pypa/gh-action-pypi-publish from 1.8.14 to 1.9.0 by @dependabot in #56

• Bump pypa/cibuildwheel from 2.18.1 to 2.19.1 by @dependabot in #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 by @reidjohnson in #52

• Update pre-commit hooks by @reidjohnson in #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 by @reidjohnson in #47

• Add support for monotonic_cst by @reidjohnson in #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 by @reidjohnson in #35

• Add tests for model serialization by @reidjohnson in #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 by @reidjohnson in #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 by @reidjohnson in #30

• Update quantile forest examples by @reidjohnson in #31

• Update and fix documentation by @reidjohnson in #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 by @reidjohnson in #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 by @reidjohnson in #26

• Update conformalized quantile regression example by @reidjohnson in #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 by @reidjohnson in #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

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 by @reidjohnson in #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 by @reidjohnson in #13

• Update documentation and examples by @reidjohnson in #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 by @reidjohnson in #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

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

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

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

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

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

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

Version 1.0.1 (released Mar 23, 2022)

• Suppress UserWarning

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

Version 1.0.0 (released Mar 23, 2022)

Initial release.