Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[Unreleased]

[0.4.0] - 2024-10-29

Added

• Add isolation forest algorithm #130

[0.3.2] - 2024-10-25

Changed

• Add support for Python3.13

[0.3.1] - 2024-09-19

Changed

• Improve the one dimension classifier implementation in adaboost algorithm #117

[0.3.1.rc0] - 2024-09-19

Fixed

• Fix the codecov report issue in ci #112

Changed

• Improve the variable names in kmeans algorithm #114
• Improve the documentation and linters #115

[0.3.0] - 2024-09-12

Docs

• Improve the documentation

[0.3.0.rc0] - 2024-09-12

Refactor

• Refactored knn and adaboost algorithm
• Make all the algorithms in single file (almost, except for kmeans++)

[0.3.0.dev1] - 2024-09-06

Refactor

• Refactored all the clustering algorithm

Fixed

• Kmeans simple implementation fix centroid calculation
• Bisect K-means cluster with wrong dataset index

Changed

• Package management migrates from Poetry to Uv

[0.2.0] - 2022-12-03

Added

• Clustering: DBSCAN, Hierarchical(Agnes&Diana), Kmeans
• Classification: KNN
• Ensemble: Boosting(AdaBoost)

Changed

• Use Poetry to manage the package
• Use MkDocs to build documentation

[0.1.0] - 2022-12-02

Added

• Project clean & reorg