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CHANGELOG.md

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Changelog

Notable changes to Menelaus will be documented here.

v0.1.1 - Jun 7, 2022

  • Initial public release.
  • Published to pypi.
  • Published to readthedocs.io.

v0.1.2 - July 11, 2022

  • Updated the documentation
  • Added example jupyter notebooks to ReadTheDocs
  • Switched to sphinx-bibtext for citations
  • Formatting and language tweaks.
  • Added StreamingDetector and BatchDetector abstract base classes.
  • Re-factored kdq-tree to use new abstract base classes: the separate classes KdqTreeStreaming and KdqTreeBatch now exist.
  • kdq-tree can now consume dataframes.
  • Added new git workflows and improved old ones.

v0.2.0 - December 7, 2022

  • Updates to documentation.
  • Updated the arguments for detector update and set_reference methods.
  • Added validation to the detector update and set_reference methods.
  • Added the datasets module, which contains or generates example datasets.
  • Added implementation of Margin Density Drift Detection (MD3) semi-supervised detector.
  • Added implementation of Nearest Neighbor-based Density Variation Identification (NN-DVI) data drift detector.
  • Added Ensemble wrapper that allows combining two or more drift detectors.