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@github-actions github-actions released this 01 Dec 10:49
· 9 commits to main since this release
v0.8.0
6656242

v0.8.0 (2024-12-01)

Build

  • build: use python 3.11, 3.12, and 3.13 (993b12a)

Chore

  • chore: updating moa jar 24-09-08 (b7e958c)

Ci

  • ci: fix docker triggers (2759800)

  • ci: fix automated docker versioning (0cc493e)

Documentation

  • docs: add autoML notebook with examples (#198) (ac7e578)

  • docs: update csmote init doc (0963190)

  • docs: fix broken link in README (40e98d0)

Feature

  • feat: add optional progress bars (0610c4b)

  • feat: abcd, a drift detector for univariate and multivariate data (5c75c24)

  • feat: add shrub ensembles for online classification

Buschjäger, S., Hess, S., & Morik, K. J. (2022, June). Shrub ensembles for
online classification. In Proceedings of the AAAI Conference on Artificial
Intelligence (Vol. 36, No. 6, pp. 6123-6131). (f966e32)

  • feat: added wrapper code for 6 stream generators (ee2cd30)

  • feat: add autoclass for automl (b5adc95)

  • feat: added code for led and agrawal stream generators (3356f00)

  • feat: added drift object capabilities to arf (f792667)

  • feat: added weightedknn (e9c5757)

  • feat: create synthetic data stream for anomaly detection

Co-authored-by: Heitor Murilo Gomes <[email protected]> (d1dbd78)

  • feat: clustering, 4 wrappers, notebook and documentation (b5c8f28)

  • feat: clustering methods, documentation and notebook (dc68be6)

Fix

  • fix: fix numpy 2.0.0 compatibility (#199) (7bbaa96)

  • fix: ensuring deterministic behavior for driftstream (33ba7ba)

  • fix: fixing documentation for notebooks toctree (21fb4aa)

  • fix: adding gifs shown in notebook (6c08d39)

Test

  • test: stop skipping notebooks in CI/CD pipeline (dfcd0c6)

Unknown

  • Pipelines V2 (#200)

Co-authored-by: Heitor Murilo Gomes <[email protected]> (09a80eb)

Assets 6
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