Release History

Version 0.6.0 (Mar 10, 2020)

Version 0.5.5 (Feb 24, 2020)

  • Fixed a bug that empty lists were ignored by AndAggregator

  • Fixed some typo in the documentation

Version 0.5.4 (Feb 18, 2020)

  • Optimized the workflow of how a univariate model is applied to pandas DataFrame

    • Added more informative error messages

    • Fixed some bugs resulting in model-column matching error due to inconsistency between output Series names and DataFrame columns

    • Clarified the workflow in the documentation

Version 0.5.3 (Feb 12, 2020)

  • Quick hotfix to avoid errors caused by statsmodels v0.11 by requiring statsmodels dependency <0.11

Version 0.5.2 (Jan 14, 2020)

  • Formalized the management of releases and pre-releases, including rules of branches and versioning

  • Added more rules for developers to the documentation

Version 0.5.1 (Jan 2, 2020)

  • Added many new unit tests, and modified some old unit test

  • Removed seaborn from dependencies (use matplotlib built-in style now)

  • Fixed a bug in the metric module of dict objects as input

  • Fixed a bug in the detector OutlierDetector that output series has dtype object if NaN is present

  • Fixed a bug in transformer pipeline that detect and transform methods are confused

  • Fixed a bug in pipenet that an aggregator node may crash if its input is from a node where subset contains a single item

  • Fixed a bug in pipenet summary that subset column are always “all” even if not

  • Some minor optimization of code

Version 0.5.0 (Dec 18, 2019)

  • Changed the parameter steps of pipenet from list to dict

  • Added method summary to pipenet

  • Corrected some major algorithmic issues on seasonal decomposition

    • Removed STL decomposition transformer, and hence the corresponding option in SeasonalAD detector

    • Recreated classic seasonal decomposition transformer

  • Updated the demo notebook in the documentation

  • Added an option to hide legend in the plotting function

  • Added some package setup options for developers

  • Fixed an issue of tracking Travis and Coveralls status

  • Some minor internal optimization in the code

  • Fixed some format issues and typos in the documentation

Version 0.4.1 (Nov 21, 2019)

  • Fixed an issue of tox environments

  • Minor spelling/grammar fix in documentation

Version 0.4.0 (Nov 18, 2019)

  • Added support to Python 3.5

  • Better unit tests on dependencies

  • Minor typo fix in documentation

  • Minor code optimization

  • Added download statistics to README

  • Added coverage test

Version 0.3.0 (Sep 27, 2019)

  • Initial release