v2.3.3

What's Changed

• Update deprecated pandas offset alias by @connortann in #85
• Added support for numpy 2.0 and updated CICD by @georgebv in #86

New Contributors

• @connortann made their first contribution in #85

Full Changelog: v2.3.2...v2.3.3

v2.3.2

What's Changed

• Scipy interval hotfix by @georgebv in #72

Full Changelog: v2.3.1...v2.3.2

v2.3.1

What's Changed

• Fixed:typos by @shenxiangzhuang in #58
• Changed:gitignore:add jetbrain ide ignore config by @shenxiangzhuang in #61
• Provide location parameter to KS test, address issue #39 by @eastjames in #55

New Contributors

• @eastjames made their first contribution in #55

Full Changelog: v2.3.0...v2.3.1

v2.3.0

• Added support for pandas 2 (pandas 1 is still supported)
• Dropped support for Python 3.8, it's no longer supported by some of the dependencies

What's Changed

• Added support for pandas 2, dropped support for python 3.8 by @georgebv in #50

Full Changelog: v2.2.7...v2.3.0

v2.2.7

What's Changed

• Fixed requirements by @georgebv in #46

Full Changelog: v2.2.6...v2.2.7

v2.2.6

What's Changed

• Fix broken blocks and typo in doc by @shenxiangzhuang in #40
• Added API docs by @ecomodeller in #42
• Fixed CI scripts by @georgebv in #43
• Updated docs by @georgebv in #44
• Fixed POT threshold by @georgebv in #45

New Contributors

• @shenxiangzhuang made their first contribution in #40
• @ecomodeller made their first contribution in #42

Full Changelog: v2.2.5...v2.2.6

pyextremes v2.2.5

• fixed an error caused by passing pandas.Series with duplicate datetime indices to pyextremes.EVA and calling .get_extremes

pyextremes v2.2.4

• Fixed bug in the plot_corner function which previously returned incorrect list of axes.
• Several minor code optimizations.

pyextremes v2.2.3

• Added test_ks method to EVA. Allows to run the Kolmogorov-Smirnov test on the fitted model.
• Updated the way declustering in the get_extremes_peaks_over_threshold function happens. Clusters are now identified independently. Previous version could result in multiple extreme events within the same cluster if the cluster had multiple peaks separated by distances larger than r. This behavior was incorrect.
• Fixed issue when get_return_periods function could produce output linked to original extremes, thus allowing implicit mutation of original data.
• Updated old and created new plotting functions for threshold selection in pyextremes.tuning.threshold_selection.
• Minor backwards-compatible tweaks and optimizations.

pyextremes v2.2.2

Hotfix for new scipy version 1.7.0 - fixes issue when getting confidence bounds while using the MLE model. Some distributions provided by scipy no longer return a fit method, but instead a reference to a wrapper which resulted in AttributeError.