Prophetverse

<!-- 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

<!-- 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-rc1

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

What's Changed
🚀 Features
* [ENH] Add Prophetverse class and make BaseBayesianForecaster handle scaling based on discrete/continuous likelihood by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/68
🐛 Bug Fixes
* [FIX] Suggested capacity value when y is not scaled by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/77
Other Changes
* [MNT] Simplify tests by felipeffm in https://github.com/felipeangelimvieira/prophetverse/pull/62
* [STYLE] pre-commit update 64 by felipeffm in https://github.com/felipeangelimvieira/prophetverse/pull/65
* [MNT] Fix pre-commit by felipeffm in https://github.com/felipeangelimvieira/prophetverse/pull/66
* [MNT] Lint and fix docstring in sktime and trend modules by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/74
* [DOC] Change mkdocs config to use numpy style docstrings by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/76
* [MNT] Lint and split effects module by felipeffm in https://github.com/felipeangelimvieira/prophetverse/pull/72
* [MNT] Add __init__ to effects by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/78


**Full Changelog**: https://github.com/felipeangelimvieira/prophetverse/compare/v0.2.0...v0.3.0

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

What's Changed
🚀 Features
* [ENH] Add Prophetverse class and make BaseBayesianForecaster handle scaling based on discrete/continuous likelihood by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/68
🐛 Bug Fixes
* [FIX] Suggested capacity value when y is not scaled by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/77
Other Changes
* [MNT] Simplify tests by felipeffm in https://github.com/felipeangelimvieira/prophetverse/pull/62
* [STYLE] pre-commit update 64 by felipeffm in https://github.com/felipeangelimvieira/prophetverse/pull/65
* [MNT] Fix pre-commit by felipeffm in https://github.com/felipeangelimvieira/prophetverse/pull/66
* [MNT] Lint and fix docstring in sktime and trend modules by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/74
* [DOC] Change mkdocs config to use numpy style docstrings by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/76
* [MNT] Lint and split effects module by felipeffm in https://github.com/felipeangelimvieira/prophetverse/pull/72
* [MNT] Add __init__ to effects by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/78


**Full Changelog**: https://github.com/felipeangelimvieira/prophetverse/compare/v0.2.0...v0.3.0-rc2