Release History

Version 0.1 and earlier

Changelog

Initialize the project by Yue Zhao in Jul 2019.

  • v<0.0.0>, <07/14/2019> – Initial release.

  • v<0.0.1>, <07/15/2019> – Add basic functionalities and examples.

API

Key changes

  • v<0.0.8>, <08/05/2019> – Add fit_predict as core API

New methods

  • clustering combination

    • v<0.0.1>, <07/15/2019> – Add clusterer ensemble.

    • v<0.0.8>, <08/06/2019> – Add EAC model.

  • classifier combination

    • v<0.0.5>, <07/28/2019> – Add Stacking (meta ensembling).

    • v<0.0.7>, <08/02/2019> – Add DCS_LA.

    • v<0.0.7>, <08/03/2019> – Refactor code for setting weights in Base class.

    • v<0.0.7>, <08/04/2019> – Add DES_LA.

    • v<0.0.8>, <08/06/2019> – Add EAC model.

  • score combination

    • v<0.0.5>, <07/27/2019> – Add median combination and score_to_proba function.

  • detector combination

    • v<0.0.6>, <07/29/2019> – Add simple outlier detector combination methods.

    • v<0.0.6>, <07/30/2019> – Add LSCP.

Logistics

  • v<0.0.3>, <07/17/2019> – Add Travis-ci integration.

  • v<0.0.4>, <07/17/2019> – Update unit test and clustering algorithms.

  • v<0.0.4>, <07/21/2019> – Add code maintainability.

  • v<0.0.6>, <07/29/2019> – Enable Appveyor integration.

Requirement Change:

  • v<0.0.6>, <07/29/2019> – Update requirements file.

Examples

  • v<0.0.8>, <08/08/2019> – Update clustering examples to show visualization.

  • v<0.0.9>, <09/01/2019> – Add classifier_multiple_libs.py for multiple lib support.