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v0.4.0

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@github-actions github-actions released this 25 Jul 14:14
· 328 commits to main since this release
v0.4.0
6e423cc

v0.4.0 (2024-07-25)

Build

  • build: ignore the stub build issue in editable installs (347ed74)

Documentation

  • docs(tutorial.rst): add talks section (c5a339b)

  • docs(drift): update drift detector docs (4c69478)

  • docs: rebase (748cc94)

  • docs: use sphinx.ext.autosummary to generate more complete api docs (01d270f)

  • docs: add about us page (f3af4d5)

Feature

  • feat(Anomaly-Detection): add cumulative and prequential evaluation for anomaly (a8124bc)

  • feat: updated evaluation (cc13390)

  • feat: add recurrent concept drift API (24327fc)

  • feat: drift detection API (50d76ad)

  • feat(anomaly): add OnlineIsolationForest anomaly detector (5a57bb0)

  • feat: add anomaly_threshold and size_limit parameters to HalfSpaceTree (21804d0)

  • feat(Misc): add unit tests for model save and load functionality (739f8af)

Fix

  • fix: updating evaluation to use prequential results (2b6abab)

  • fix: fix issue saving and loading models (04d9207)

Test

  • test: speed up parallel_ensembles.ipynb (e9a6bb0)

  • test: rename name of unit test (4dbecb3)

Assets 4
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