v1.0.0

What's Changed

• Fixed low contamination issue in RANK
• Added numpy random seed to all thresholders
• Added fit and predict methods to all thresholders
• Aligned MTT alpha arg with standard value
• Aligned all thresholders to be sklearn compatible
• Added new example notebooks
• Updated all thresholder tests
• Updated all thresholder examples
• Updated docs with shift to V1
• Updated docs with datatables

v0.3.8

What's Changed

• Added factor arg to MAD and ZSCORE, contribution by @MalikAly
• Removed matplotlib as core dependency

v0.3.7

What's Changed

• Python 3.12 support
• Added PDF to Readthedocs
• Removed Geomstats dependancy from KARCH
• Fixed Zscore implementation
• Added faster KDE and CDF generation using upsampling
• Added fast KDE and CDF test case
• Fixed muli-peak error in FWFM
• Updated time complexity benchmarks

v0.3.6

What's Changed

• Added mixmod thresholder
• Updated benchmarks
• Revised benchmark notebook

v0.3.5

What's Changed

• Upgraded RANK and docs
• Added CONF for OD confidence
• Added CONF docs and updated FAQ

v0.3.4

What’s Changed

• FrechetMean hot fix for KARCH
• Added HDBSCAN to CLUST
• Added RANK util to assist in unsupervised ranking of OD methods based on performance using meta-metrics
• Added Rankings documentation
• Updated GNBC model for META

v0.3.3

What’s Changed

• Added GAMGMM thresholder (thanks @Lorenzo-Perini!)
• Exposed all thresholders to allow the input of multiple outlier detection score sets
• New benchmarks for multiple score sets
• Added time complexity benchmark

v0.3.2

What’s Changed

• Exposed better method options for model combinations in COMB
• Added new LaplaceGaussianNB classifier to COMB
• Upgraded MTT t-dist to be more functional
• Updated benchmark documentation
• Removed Python 3.7 from testing
• Added gitignore
• Added Code Climate integration
• Added new publish action

v0.3.1

What’s Changed

• Added pre-commit file
• Formatted and refactored code
• Added GRP and SRP methods to the DECOMP Thresholder
• Added support and testing for Python 3.11
• Removed the ALL thresholder
• Created Pythresh citation