Expan

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`Full
Changelog <https://github.com/zalando/expan/compare/v0.6.5...v0.6.6>`__

**Closed issues:**

- Infinitely large confidence intervals produced by
group\_sequential\_delta()
`172 <https://github.com/zalando/expan/issues/172>`__

**Merged pull requests:**

- Merging dev to master for new release
`175 <https://github.com/zalando/expan/pull/175>`__
(`mkolarek <https://github.com/mkolarek>`__)
- AXO-35 implemented estimate\_sample\_size() for estimating sample
size … `174 <https://github.com/zalando/expan/pull/174>`__
(`mkolarek <https://github.com/mkolarek>`__)
- Fix two-sided alpha value in power analysis
`173 <https://github.com/zalando/expan/pull/173>`__
(`shansfolder <https://github.com/shansfolder>`__)
- Docs/update contrib doc
`171 <https://github.com/zalando/expan/pull/171>`__
(`mkolarek <https://github.com/mkolarek>`__)
- Add some parameter checks
`170 <https://github.com/zalando/expan/pull/170>`__
(`shansfolder <https://github.com/shansfolder>`__)
- Make applying bins to data frames more agreeable
`169 <https://github.com/zalando/expan/pull/169>`__
(`gbordyugov <https://github.com/gbordyugov>`__)
- OCTO-2181: Implement over time analysis. Time-based SGA
`164 <https://github.com/zalando/expan/pull/164>`__
(`daryadedik <https://github.com/daryadedik>`__)

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`Full
Changelog <https://github.com/zalando/expan/compare/v0.6.3...v0.6.5>`__

**Merged pull requests:**

- updated version `168 <https://github.com/zalando/expan/pull/168>`__
(`mkolarek <https://github.com/mkolarek>`__)
- Bump version: 0.6.3 → 0.6.4
`167 <https://github.com/zalando/expan/pull/167>`__
(`mkolarek <https://github.com/mkolarek>`__)
- bump version to v0.6.3
`166 <https://github.com/zalando/expan/pull/166>`__
(`mkolarek <https://github.com/mkolarek>`__)

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`Full
Changelog <https://github.com/zalando/expan/compare/v0.6.2...v0.6.3>`__

**Merged pull requests:**

- OCTO-2214 Bugfix: Capping information fraction
`163 <https://github.com/zalando/expan/pull/163>`__
(`shansfolder <https://github.com/shansfolder>`__)
- OCTO-2088: Implement multiple testing correction in ExpAn
`161 <https://github.com/zalando/expan/pull/161>`__
(`daryadedik <https://github.com/daryadedik>`__)
- OCTO-1044 Improve readthedoc
`160 <https://github.com/zalando/expan/pull/160>`__
(`shansfolder <https://github.com/shansfolder>`__)
- OCTO-1933 Subgroup analysis
`159 <https://github.com/zalando/expan/pull/159>`__
(`shansfolder <https://github.com/shansfolder>`__)

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`Full
Changelog <https://github.com/zalando/expan/compare/v0.6.1...v0.6.2>`__

**Fixed bugs:**

- Result statistics in Baeysian methods
`142 <https://github.com/zalando/expan/issues/142>`__

**Closed issues:**

- Default Parameters of Constructor of Experiment class
`151 <https://github.com/zalando/expan/issues/151>`__
- Update to ExpAn-Intro.ipynb
`141 <https://github.com/zalando/expan/issues/141>`__

**Merged pull requests:**

- make development requirements open ended
`154 <https://github.com/zalando/expan/pull/154>`__
(`mkolarek <https://github.com/mkolarek>`__)
- Octo 1930 implement quantile filtering
`153 <https://github.com/zalando/expan/pull/153>`__
(`mkolarek <https://github.com/mkolarek>`__)
- Not use empty list for method parameter
`152 <https://github.com/zalando/expan/pull/152>`__
(`shansfolder <https://github.com/shansfolder>`__)
- OCTO-1971 Add variational inference for early stopping
`150 <https://github.com/zalando/expan/pull/150>`__
(`shansfolder <https://github.com/shansfolder>`__)
- Updated intro documentation covering delta methods.
`149 <https://github.com/zalando/expan/pull/149>`__
(`daryadedik <https://github.com/daryadedik>`__)

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`Full
Changelog <https://github.com/zalando/expan/compare/v0.6.0...v0.6.1>`__

**Implemented enhancements:**

- Optimizing the control flow from ``Experiment`` to ``Results``
`82 <https://github.com/zalando/expan/issues/82>`__
- more meaningful dict keys for results
`139 <https://github.com/zalando/expan/pull/139>`__
(`gbordyugov <https://github.com/gbordyugov>`__)

**Fixed bugs:**

- reenable means and bounds functions on Results object
`9 <https://github.com/zalando/expan/issues/9>`__

**Closed issues:**

- Results.to\_json() implementation not flexible
`65 <https://github.com/zalando/expan/issues/65>`__
- Results.to\_json() doesn't support trend() results
`64 <https://github.com/zalando/expan/issues/64>`__

**Merged pull requests:**

- Documentation updates for Expan 0.6.x. Covers OCTO-1961, OCTO-1970
`145 <https://github.com/zalando/expan/pull/145>`__
(`daryadedik <https://github.com/daryadedik>`__)
- Fix delta/alpha model para inconsistency
`144 <https://github.com/zalando/expan/pull/144>`__
(`shansfolder <https://github.com/shansfolder>`__)
- Small improvement on default type of report\_kpi\_names
`140 <https://github.com/zalando/expan/pull/140>`__
(`shansfolder <https://github.com/shansfolder>`__)
- slightly different json structure for results
`138 <https://github.com/zalando/expan/pull/138>`__
(`gbordyugov <https://github.com/gbordyugov>`__)
- merging dev to master
`137 <https://github.com/zalando/expan/pull/137>`__
(`gbordyugov <https://github.com/gbordyugov>`__)

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`Full
Changelog <https://github.com/zalando/expan/compare/v0.5.3...v0.6.0>`__

**Closed issues:**

- Improve binning performance
`135 <https://github.com/zalando/expan/issues/135>`__
- Missing unit tests for to\_json() on early stopping algos
`128 <https://github.com/zalando/expan/issues/128>`__

**Merged pull requests:**

- Octo 1616 no experimentdata
`134 <https://github.com/zalando/expan/pull/134>`__
(`gbordyugov <https://github.com/gbordyugov>`__)
- Attempt to fix pickling bug
`133 <https://github.com/zalando/expan/pull/133>`__
(`shansfolder <https://github.com/shansfolder>`__)
- Stan models compilation, exceptions catch, unit tests adaptation.
`131 <https://github.com/zalando/expan/pull/131>`__
(`daryadedik <https://github.com/daryadedik>`__)
- Added try-finally block for the compulsory clean-up of .pkl compiled
models `130 <https://github.com/zalando/expan/pull/130>`__
(`daryadedik <https://github.com/daryadedik>`__)
- OCTO-1837 fixed to\_json()
`129 <https://github.com/zalando/expan/pull/129>`__
(`gbordyugov <https://github.com/gbordyugov>`__)