Quantile-forest

What's Changed
* Upgrade Minimum sklearn by brentonmallen1 in https://github.com/zillow/quantile-forest/pull/92
* Refactor Usage of scikit-learn Utilities by reidjohnson in https://github.com/zillow/quantile-forest/pull/95
* Update Contributor Documentation by reidjohnson in https://github.com/zillow/quantile-forest/pull/96
* Bump pypa/gh-action-pypi-publish from 1.10.1 to 1.10.2 by dependabot in https://github.com/zillow/quantile-forest/pull/93
* Bump pypa/cibuildwheel from 2.20.0 to 2.21.1 by dependabot in https://github.com/zillow/quantile-forest/pull/94
* Update Typing for Python 3.9+ by reidjohnson in https://github.com/zillow/quantile-forest/pull/97
* Bump pypa/cibuildwheel from 2.21.1 to 2.21.2 by dependabot in https://github.com/zillow/quantile-forest/pull/98
* Bump pypa/gh-action-pypi-publish from 1.10.2 to 1.10.3 by dependabot in https://github.com/zillow/quantile-forest/pull/99
* Bump pypa/cibuildwheel from 2.21.2 to 2.21.3 by dependabot in https://github.com/zillow/quantile-forest/pull/100
* Add Conda Instructions to Docs by reidjohnson in https://github.com/zillow/quantile-forest/pull/101
* Bump pypa/gh-action-pypi-publish from 1.10.3 to 1.11.0 by dependabot in https://github.com/zillow/quantile-forest/pull/102
* Bump pypa/gh-action-pypi-publish from 1.11.0 to 1.12.2 by dependabot in https://github.com/zillow/quantile-forest/pull/104
* scikit-learn 1.6 Compatibility by reidjohnson in https://github.com/zillow/quantile-forest/pull/105
* Bump codecov/codecov-action from 4 to 5 by dependabot in https://github.com/zillow/quantile-forest/pull/106
* Bump pypa/cibuildwheel from 2.21.3 to 2.22.0 by dependabot in https://github.com/zillow/quantile-forest/pull/107
* Bump pypa/gh-action-pypi-publish from 1.12.2 to 1.12.3 by dependabot in https://github.com/zillow/quantile-forest/pull/108

New Contributors
* brentonmallen1 made their first contribution in https://github.com/zillow/quantile-forest/pull/92

**Full Changelog**: https://github.com/zillow/quantile-forest/compare/v1.3.11...v1.4.0

What's Changed
* Refactor Leaf Mapping by reidjohnson in https://github.com/zillow/quantile-forest/pull/80
* Update Build Linting by reidjohnson in https://github.com/zillow/quantile-forest/pull/81
* Check `monotonic_cst` Before Fit by reidjohnson in https://github.com/zillow/quantile-forest/pull/82
* Bump pypa/gh-action-pypi-publish from 1.9.0 to 1.10.0 by dependabot in https://github.com/zillow/quantile-forest/pull/83
* Fix Unaggregated Quantile Ranks by reidjohnson in https://github.com/zillow/quantile-forest/pull/84
* Fix Cython Build Warnings by reidjohnson in https://github.com/zillow/quantile-forest/pull/86
* Bump pypa/gh-action-pypi-publish from 1.10.0 to 1.10.1 by dependabot in https://github.com/zillow/quantile-forest/pull/85
* Fix Multi-target Serialization by reidjohnson in https://github.com/zillow/quantile-forest/pull/88
* Fix Doc Tests by reidjohnson in https://github.com/zillow/quantile-forest/pull/89


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

What's Changed
* Optimize Leaf Node Mapping by reidjohnson in https://github.com/zillow/quantile-forest/pull/78
* Refactor Helper Functions by reidjohnson in https://github.com/zillow/quantile-forest/pull/79
* Update examples, documentation, and build

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

What's Changed
* Fix Reproduction of scikit-learn Trees with MAE Criterion by reidjohnson in https://github.com/zillow/quantile-forest/pull/77
* Update documentation and examples

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

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


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

What's Changed
* Compatibility for NumPy 2.0 by reidjohnson in https://github.com/zillow/quantile-forest/pull/59
* Bump pypa/gh-action-pypi-publish from 1.8.14 to 1.9.0 by dependabot in https://github.com/zillow/quantile-forest/pull/56
* Bump pypa/cibuildwheel from 2.18.1 to 2.19.1 by dependabot in https://github.com/zillow/quantile-forest/pull/57


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