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CHANGES.txt
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CHANGES.txt
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v<0.1.0>, <05/29/2022> -- Initial release.
v<0.1.1>, <05/30/2022> -- README.rst update, addition of all.py, bug fix to shift.py.
v<0.1.2>, <05/30/2022> -- Fix to README.rst.
v<0.1.3>, <05/31/2022> -- README.rst typo.
v<0.1.4>, <05/31/2022> -- Fix to README.rst image.
v<0.1.5>, <06/04/2022> -- Added references README.rst, Fixed chau.py, changed parameter default name from None to 'native' for gesd.py and hist.py.
v<0.1.6>, <06/09/2022> -- Replaced numpy random functions with scipy random due to random state for dsn.py, mcst.py, and wind.py
v<0.1.7>, <06/10/2022> -- Fixed missing scipy.stats import in wind.py, description update to README.rst
v<0.1.8>, <06/16/2022> -- Replaced gf.py with filter.py, added karch.py, updated all.py, clf.py, dsn.py, wind.py as well as README.rst and all the jupyter notebooks
v<0.1.9>, <06/16/2022> -- chau.py syntax error bug fix
v<0.2.0>, <06/19/2022> -- Updated dsn.py, new cdf calc
v<0.2.0>, <06/21/2022> -- Updated fgd.py, dsn.py fix
v<0.2.1>, <06/25/2022> -- Documentation and updated docstrings
v<0.2.2>, <06/25/2022> -- Documentation, and general bug fixes with moving all functions into classes
v<0.2.3>, <07/02/2022> -- Updated references, documentation, and version control. General bug fixes
v<0.2.4>, <07/09/2022> -- Added ocsvm thresholder, fixed all tests and examples, updated documentation
v<0.2.5>, <08/04/2022> -- Added clust thresholders, Python 3.10 integration, CodeCov, and minor changes to thresholders
v<0.2.6>, <09/03/2022> -- Added decomp thresholder, additional description notes in docstrings
v<0.2.7>, <09/08/2022> -- Added majority vote to ALL, depreciated kmeans and shift thresholders
v<0.2.7>, <09/11/2022> -- Add INT metric, fix sort bug for DSN
v<0.2.7>, <09/29/2022> -- Added meta thresholder, updated requirements
v<0.2.7>, <10/01/2022> -- Updated trained meta-models, added confidence threshold attribute
v<0.2.8>, <10/02/2022> -- Removed kmeans and shift thresholders
v<0.2.8>, <10/14/2022> -- Added vae thresholder
v<0.2.8>, <10/15/2022> -- Added mmd loss and autodim to vae
v<0.2.8>, <10/29/2022> -- Added mmd metric to DSN
v<0.2.8>, <11/01/2022> -- Added sgd model to ocsvm
v<0.2.8>, <11/06/2022> -- Exposed random_state variable for required thresholders
v<0.2.8>, <11/07/2022> -- Updated trained meta-models (better thresholding accuracy)
v<0.2.9>, <11/08/2022> -- 'native' parameter to 'auto' (code consistency)
v<0.2.9>, <11/19/2022> -- Stability fixes for vae, ocsvm, fwfm
v<0.2.9>, <11/22/2022> -- Format autopep8, isort
v<0.2.9>, <11/23/2022> -- Refactored
v<0.2.9>, <11/24/2022> -- Removed unused imports
v<0.2.9>, <12/18/2022> -- Added cpd thresholder
v<0.2.9>, <12/19/2022> -- Updated benchmarking documentation
v<0.2.9>, <12/21/2022> -- Documentation formatting
v<0.2.9>, <12/29/2022> -- Over prediction documentation
v<0.2.9>, <01/02/2023> -- Added GNBC model to meta
v<0.3.0>, <01/23/2023> -- Added comb thresholder
v<0.3.0>, <01/29/2023> -- Added examples in docstrings for handling effects of randomness
v<0.3.0>, <02/16/2023> -- Replaced try-except statements for better coverage
v<0.3.0>, <02/25/2023> -- Updated documentation (links, formatting)
v<0.3.0>, <03/09/2023> -- Added package to conda-forge and doc updates
v<0.3.0>, <03/12/2023> -- Added FAQ, Pull request, and additional doc changes
v<0.3.0>, <03/19/2023> -- Updated clf thresholder
v<0.3.0>, <03/20/2023> -- Added GNBM model to meta
v<0.3.1>, <04/13/2023> -- Added pre-commit and formatted
v<0.3.1>, <04/27/2023> -- Added grp and srp methods to decomp
v<0.3.1>, <05/02/2023> -- Python 3.11
v<0.3.1>, <05/03/2023> -- Removed ALL thresholder
v<0.3.1>, <05/03/2023> -- Created citation
v<0.3.2>, <05/10/2023> -- Updated FAQ
v<0.3.2>, <05/24/2023> -- Added gitignore
v<0.3.2>, <05/28/2023> -- Upgraded mtt t-dist
v<0.3.2>, <05/28/2023> -- Added Code Climate integration
v<0.3.2>, <06/16/2023> -- Fixed comb and changed to mode as default
v<0.3.2>, <06/16/2023> -- Removed Python 3.7 from testing
v<0.3.2>, <06/18/2023> -- Added model to comb and set as default
v<0.3.2>, <06/25/2023> -- Changed model to bagged, added stacked, and set as default
v<0.3.2>, <06/30/2023> -- Updated benchmarks and use of LaplaceGaussianNB
v<0.3.2>, <07/02/2023> -- Added new publish action
v<0.3.3>, <07/23/2023> -- Added gamgmm threshold
v<0.3.3>, <07/30/2023> -- Updated all thresholders to accept multiple detector score sets
v<0.3.3>, <07/30/2023> -- New benchmarking for multiple score sets
v<0.3.3>, <08/03/2023> -- Added time complexity to benchmark
v<0.3.4>, <09/01/2023> -- FrechetMean hot fix for karch
v<0.3.4>, <09/01/2023> -- Refactored test args
v<0.3.4>, <09/05/2023> -- Added HDBSCAN to clust
v<0.3.4>, <09/06/2023> -- Added RANK for OD ranking
v<0.3.4>, <09/07/2023> -- Added Rankings to docs
v<0.3.4>, <09/08/2023> -- Updated GNBC model for meta
v<0.3.5>, <10/29/2023> -- Upgraded RANK and docs
v<0.3.5>, <11/02/2023> -- Added CONF for OD confidence
v<0.3.5>, <11/05/2023> -- Added CONF docs and updated FAQ
v<0.3.6>, <01/29/2024> -- Added mixmod thresholder
v<0.3.6>, <01/29/2024> -- Updated benchmarks
v<0.3.6>, <02/03/2024> -- Revised benchmark notebook
v<0.3.7>, <02/08/2024> -- Python 3.12 support
v<0.3.7>, <08/07/2024> -- Added PDF to Readthedocs
v<0.3.7>, <08/09/2024> -- Removed Geomstats dependancy from KARCH
v<0.3.7>, <08/18/2024> -- Fixed Zscore implementation
v<0.3.7>, <08/18/2024> -- Added faster KDE and CDF generation using upsampling
v<0.3.7>, <08/18/2024> -- Added fast KDE and CDF test case
v<0.3.7>, <08/18/2024> -- Fixed muli-peak error in FWFM
v<0.3.7>, <08/18/2024> -- Updated time complexity benchmarks