Prophetverse

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

What's Changed

🚀 Features
* [ENH] Add chain effect by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/154
Other Changes
* [DOC] Add Lift test example by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/155


**Full Changelog**: https://github.com/felipeangelimvieira/prophetverse/compare/v0.5.0...v0.5.1

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

What's Changed
🚀 Features
* [ENH] Add dataset loaders by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/130
* [ENH] Add InferenceEngine object by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/127
* [ENH] Add `inference_engine` argument and `__rshift__` operator to prophetverse models by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/134
* [ENH] Optional `_fit` for effects by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/139
* [ENH] Experimental simulation interface by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/141
* [ENH] Add L-BFGS solver for MAP Inference by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/146
* [ENH] Add sample_params method to effects and proper Lift test likelihood by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/149
* [ENH] Add geometric adstock effect by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/151
🐛 Bug Fixes
* [FIX] Fix trend design matrix by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/133
Other Changes
* [DOC] Use mike to deploy versioned documentation by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/124
* [MNT] Fix Dependabot failing CI pipelines by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/131
* [DOC] Update docs, use ipy format to write documents and add dataset module by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/138
* [DOC] Reorganize reference documentation page, and minor fixes on other docs by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/147
* [DOC] Add more friendly home page for howto section by felipeangelimvieira in https://github.com/felipeangelimvieira/prophetverse/pull/150


**Full Changelog**: https://github.com/felipeangelimvieira/prophetverse/compare/v0.4.1...v0.5.0

<!-- 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