Prophetverse

<!-- Release notes generated using configuration in .github/release.yml at main -->

What's Changed
🐛 Bug Fixes
* [FIX] Fix hierarchical prophet trend validation and scaling of series with constant 0 by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/106
* [FIX] Use numpyro handlers mask instead of obs_mask in liftexperimentlikelihood by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/108
Other Changes
* [DOC] Hyperlinks, fix poetry dev installation tutorial by felipeffm in https://github.com/felipeangelimvieira/prophetverse/pull/98
* [DOC] Update README.md by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/100
* [ENH] `sktime` API compliance test to loop through tests individually by fkiraly in https://github.com/felipeangelimvieira/prophetverse/pull/94
* [DOC] Add example to docstrings of sktime estimators by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/107
* [MNT] Update version to 0.4.1 by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/109


**Full Changelog**: https://github.com/felipeangelimvieira/prophetverse/compare/v0.4.0...v0.4.1

<!-- Release notes generated using configuration in .github/release.yml at main -->

What's Changed
🐛 Bug Fixes
* [FIX] Fix hierarchical prophet trend validation and scaling by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/106
* [FIX] Use numpyro handlers mask instead of obs_mask in liftexperimentlikelihood by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/108
Other Changes
* [DOC] Hyperlinks, fix poetry dev installation tutorial by felipeffm in https://github.com/felipeangelimvieira/prophetverse/pull/98
* [DOC] Update README.md by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/100
* [ENH] `sktime` API compliance test to loop through tests individually by fkiraly in https://github.com/felipeangelimvieira/prophetverse/pull/94
* [DOC] Add example to docstrings of sktime estimators by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/107
* [MNT] Update version to 0.4.1 by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/109


**Full Changelog**: https://github.com/felipeangelimvieira/prophetverse/compare/v0.4.0...v0.4.1-rc1

What's Changed
Other Changes
* [MNT] Add deprecation warnings by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/93


**Full Changelog**: https://github.com/felipeangelimvieira/prophetverse/compare/v0.3.1...v0.3.2

<!-- Release notes generated using configuration in .github/release.yml at main -->

What's Changed

Breaking changes! New effects API.

🚀 Features
* [ENH] Change effects api, and use BaseObject from scikit-base by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/85
🐛 Bug Fixes
* [FIX] Avoid numerical precision causing errors in _to_positive by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/86
* [FIX] Raise MAPInferenceEngineError if loss is nan by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/88
Other Changes
* [DOC] Use katex for math equations and add Prophetverse class to references by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/83
* [DOC] Add versioning to mkdocs by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/87
* [MNT] Update version to 0.4 by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/90


**Full Changelog**: https://github.com/felipeangelimvieira/prophetverse/compare/v0.3.1...v0.4.0-rc1

<!-- Release notes generated using configuration in .github/release.yml at legacy/0.3.x -->

<!-- Release notes generated using configuration in .github/release.yml at main -->

What's Changed
🐛 Bug Fixes
* [FIX] Fix type hints | operator which is not compatible with Python 3.9 by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/80
Other Changes
* [MNT] OS and python version matrix for CI workflow by fkiraly in https://github.com/felipeangelimvieira/prophetverse/pull/81
* [MNT] Use pip instead of poetry in CI by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/82


**Full Changelog**: https://github.com/felipeangelimvieira/prophetverse/compare/v0.3.0...v0.3.1