Quantile-forest

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

What's Changed
* Fix import of scikit-learn 1.5 `parse_version` (https://github.com/zillow/quantile-forest/pull/52)
* Update pre-commit hooks (https://github.com/zillow/quantile-forest/pull/53)


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

* Fixes fractional `max_samples` (47)
* Adds support for `monotonic_cst` (49)