v0.5.1

What's Changed

🚀 Features

• [ENH] Add chain effect by @felipeangelimvieira in #154

Other Changes

• [DOC] Add Lift test example by @felipeangelimvieira in #155

Full Changelog: v0.5.0...v0.5.1

v0.5.0

What's Changed

🚀 Features

• [ENH] Add dataset loaders by @felipeangelimvieira in #130
• [ENH] Add InferenceEngine object by @felipeangelimvieira in #127
• [ENH] Add inference_engine argument and __rshift__ operator to prophetverse models by @felipeangelimvieira in #134
• [ENH] Optional _fit for effects by @felipeangelimvieira in #139
• [ENH] Experimental simulation interface by @felipeangelimvieira in #141
• [ENH] Add L-BFGS solver for MAP Inference by @felipeangelimvieira in #146
• [ENH] Add sample_params method to effects and proper Lift test likelihood by @felipeangelimvieira in #149
• [ENH] Add geometric adstock effect by @felipeangelimvieira in #151

🐛 Bug Fixes

• [FIX] Fix trend design matrix by @felipeangelimvieira in #133

Other Changes

• [DOC] Use mike to deploy versioned documentation by @felipeangelimvieira in #124
• [MNT] Fix Dependabot failing CI pipelines by @felipeangelimvieira in #131
• [DOC] Update docs, use ipy format to write documents and add dataset module by @felipeangelimvieira in #138
• [DOC] Reorganize reference documentation page, and minor fixes on other docs by @felipeangelimvieira in #147
• [DOC] Add more friendly home page for howto section by @felipeangelimvieira in #150

Full Changelog: v0.4.1...v0.5.0

v0.4.1

What's Changed

🐛 Bug Fixes

• [FIX] Fix hierarchical prophet trend validation and scaling of series with constant 0 by @felipeangelimvieira in #106
• [FIX] Use numpyro handlers mask instead of obs_mask in liftexperimentlikelihood by @felipeangelimvieira in #108

Other Changes

• [DOC] Hyperlinks, fix poetry dev installation tutorial by @felipeffm in #98
• [DOC] Update README.md by @felipeangelimvieira in #100
• [ENH] sktime API compliance test to loop through tests individually by @fkiraly in #94
• [DOC] Add example to docstrings of sktime estimators by @felipeangelimvieira in #107
• [MNT] Update version to 0.4.1 by @felipeangelimvieira in #109

Full Changelog: v0.4.0...v0.4.1

v0.4.1-rc1

What's Changed

🐛 Bug Fixes

• [FIX] Fix hierarchical prophet trend validation and scaling by @felipeangelimvieira in #106
• [FIX] Use numpyro handlers mask instead of obs_mask in liftexperimentlikelihood by @felipeangelimvieira in #108

Other Changes

• [DOC] Hyperlinks, fix poetry dev installation tutorial by @felipeffm in #98
• [DOC] Update README.md by @felipeangelimvieira in #100
• [ENH] sktime API compliance test to loop through tests individually by @fkiraly in #94
• [DOC] Add example to docstrings of sktime estimators by @felipeangelimvieira in #107
• [MNT] Update version to 0.4.1 by @felipeangelimvieira in #109

Full Changelog: v0.4.0...v0.4.1-rc1

v0.4.0

Breaking changes!

What's Changed

🚀 Features

• [ENH] Change effects api, and use BaseObject from scikit-base by @felipeangelimvieira in #85
• [ENH] Trend as an Effect by @felipeangelimvieira in #95

🐛 Bug Fixes

• [FIX] Avoid numerical precision causing errors in _to_positive by @felipeangelimvieira in #86
• [FIX] Raise MAPInferenceEngineError if loss is nan by @felipeangelimvieira in #88

Other Changes

• [DOC] Use katex for math equations and add Prophetverse class to references by @felipeangelimvieira in #83
• [DOC] Add versioning to mkdocs by @felipeangelimvieira in #87
• [MNT] Update version to 0.4 by @felipeangelimvieira in #90
• [MNT] Update BaseEffect docstrings by @felipeangelimvieira in #92
• [DOC] Update docs to describe 0.4.0 API by @felipeangelimvieira in #97

Full Changelog: v0.3.1...v0.4.0

v0.3.2

Patch version before breaking changes in 0.4.0

What's Changed

Other Changes

• [MNT] Add deprecation warnings by @felipeangelimvieira in #93

Full Changelog: v0.3.1...v0.3.2

v0.4.0-rc1

What's Changed

Breaking changes! New effects API.

🚀 Features

• [ENH] Change effects api, and use BaseObject from scikit-base by @felipeangelimvieira in #85

🐛 Bug Fixes

• [FIX] Avoid numerical precision causing errors in _to_positive by @felipeangelimvieira in #86
• [FIX] Raise MAPInferenceEngineError if loss is nan by @felipeangelimvieira in #88

Other Changes

• [DOC] Use katex for math equations and add Prophetverse class to references by @felipeangelimvieira in #83
• [DOC] Add versioning to mkdocs by @felipeangelimvieira in #87
• [MNT] Update version to 0.4 by @felipeangelimvieira in #90

Full Changelog: v0.3.1...v0.4.0-rc1

v0.3.1

What's Changed

🐛 Bug Fixes

• [FIX] Fix type hints | operator which is not compatible with Python 3.9 by @felipeangelimvieira in #80

Other Changes

• [MNT] OS and python version matrix for CI workflow by @fkiraly in #81
• [MNT] Use pip instead of poetry in CI by @felipeangelimvieira in #82

Full Changelog: v0.3.0...v0.3.1

v0.3.1-rc1

What's Changed

🐛 Bug Fixes

• [FIX] Fix type hints | operator which is not compatible with Python 3.9 by @felipeangelimvieira in #80

Other Changes

• [MNT] OS and python version matrix for CI workflow by @fkiraly in #81
• [MNT] Use pip instead of poetry in CI by @felipeangelimvieira in #82

Full Changelog: v0.3.0...v0.3.1-rc1

v0.3.0

What's Changed

🚀 Features

• [ENH] Add Prophetverse class and make BaseBayesianForecaster handle scaling based on discrete/continuous likelihood by @felipeangelimvieira in #68

🐛 Bug Fixes

• [FIX] Suggested capacity value when y is not scaled by @felipeangelimvieira in #77

Other Changes

• [MNT] Simplify tests by @felipeffm in #62
• [STYLE] pre-commit update #64 by @felipeffm in #65
• [MNT] Fix pre-commit by @felipeffm in #66
• [MNT] Lint and fix docstring in sktime and trend modules by @felipeangelimvieira in #74
• [DOC] Change mkdocs config to use numpy style docstrings by @felipeangelimvieira in #76
• [MNT] Lint and split effects module by @felipeffm in #72
• [MNT] Add init to effects by @felipeangelimvieira in #78

Full Changelog: v0.2.0...v0.3.0