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Releases: sherbold/autorank

1.2.1

27 Sep 11:25
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  • Fix pandas warnings (see #28, #32, thanks @e10e3)
  • Fix problems with scikit-learn example (see #29, thanks @e10e3)
  • Fix crash when latex tables are generated multiple times (see #30)
  • Fix crash when a named or MultiIndex is used (see #16)
  • Add missing output for Bayesian analysis (see #31, thanks @e10e3)

1.2.0

25 Jul 11:10
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  • Extends the Bayesian analysis by exposing the random seed to enable reproducible results (see #21, thanks to @Daniel300000 for the idea an PR)
  • Extends results with sample created as part of the Bayesian analysis to, e.g., enable visualizations (see #20, thanks to @Daniel300000 for the idea and PR)
  • Fixes issue with wrongly ordered outputs when the textual description of significant results for two populations are created (see #19)
  • Updated external dependencies and dropped support for Python 3.7

1.1.3

15 Mar 17:48
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  • Fixes #10, #14 regarding broken ordering in CD diagrams (thanks to gerald4, ZhongLIFR, vnmabus, AlexandreAbraham for their input and PavelKromer for the PR that led to the fix)
  • Adds new feature for forcing to use parametric/non-parametric approach requested in #8

1.1.2

30 Dec 12:53
72916e0
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  • Fixes #5: Replaced usage of deprecated median_absolute_deviation from scipi (thanks to d-diaz for fixing)
  • Fixes #7: Fixes wrong ordering of p-vals of Shapiro-Wilk test in some corner cases (thanks to delsner for reporting)

1.1.1

28 Jan 14:33
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This releases fixes a bug in the summary of bayesian analysis that was not correct, in case the results were all equal and/or inconclusive.

1.1.0

02 Dec 11:11
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This release adds the ability to conduct bayesian analysis instead of frequentist analysis.

  • Use bayesian analysis with autorank(data, approach='bayesian')
  • Report generation for bayesian analysis
  • New example for bayesian analysis

1.0.1

14 Apr 13:50
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Some small fixes and improvements

  • Minimal versions for matplotlib, scipy, statsmodels, and pandas defined
  • Beautified string output of results
  • Added a warning in case the matplotlib option text.usetex is True
  • Fixed some typos

1.0.0

17 Feb 13:44
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Feature complete and stable version of Autorank.

Future changes will be downward compatible.

0.3.2

05 Feb 15:11
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This release contains the following changes:

  • import is no simplified to from autorank import autorank
  • Allow to define if ranking is ascending or descending

0.3.1

20 Jan 08:42
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This releases fixes the following problems:

  • Prevents buffer over and underflows for the calculation of non-parametric confidence intervals. This could happen in case there were only few samples in the populations.