v0.14.2

What's Changed

• Stop using git-flow by @jorenham in #291
• Bump katex to 0.16.11 by @jorenham in #293
• Update mkdocs-related deps by @jorenham in #294
• BibTex for references by @jorenham in #295
• Repo-review by @jorenham in #296
• Jupyter notebook examples in the docs by @jorenham in #297
• Refactor lmo.distributions as a submodule by @jorenham in #298
• Refactor lmo.inference as a submodule by @jorenham in #300
• Significantly improved reference docs by @jorenham in #301
• Add a visual L-moment intro notebook by @jorenham in #302
• Refactor lmo.theoretical as a submodule by @jorenham in #303
• Exact L-moments of several distributions by @jorenham in #307
• Bump scientific-python/repo-review from 0.11.1 to 0.11.2 in the actions group by @dependabot in #305
• Update some development dependencies by @jorenham in #308

Full Changelog: v0.14.1...v0.14.2

v0.14.1

What's Changed

• codespell 2.3.0, ruff 0.4.10, pyright 1.1.368, and more by @jorenham in #252
• Fix and clean the tox config by @jorenham in #253
• Fix tox config by @jorenham in #254
• Official support for Python 3.13 by @jorenham in #255
• bump pyright to 1.1.369 by @jorenham in #257
• bump ruff to 0.6.1 by @jorenham in #280
• update development dependencies by @jorenham in #282
• Increase min dep versions according to SPEC-0 and NEP-29 by @jorenham in #283
• Better typechecking with basedpyright by @jorenham in #284
• optype 0.6 🎉 by @jorenham in #285
• CI poetry cache fix by @jorenham in #286
• workaround basedpyright --verifytypes errors by @jorenham in #287
• optype 0.6.1 & numpy 2.1.0 by @jorenham in #288

Full Changelog: v0.14.0...v0.14.1

v0.14.0

Breaking changes

• typing_extensions>=4.5 is now a required dependency on python<3.13
• Caching is now done automatically by default, i.f.f. r + sum(trim) <= 24, and the trim is integral. For the previous default behavior, pass cache=False.
• The rowvar parameter for the L-comoment sample estimators is now automatically determined by default. Previously, the default was rowvar=True.
• The deprecated lmo.distributions.l_rv_nonparametric has been removed (as planned). Use lmo.distributions.l_poly instead.

Fixes

• Fixed several caching issues in lmo.l_weights. The consequence is that, all sample estimators will now be faster, more precise, and can handle larger orders.
• The type annotations and the (undocumented) lmo.typing module, have been fully reworked. This fixes many typing issues. Runtime behavior shouldn't be affected (in theory).
• Several documentation inconsistencies have been corrected.

Added

• l_kurt and l_cokurt aliases for L-(co)kurtosis.
• Type-tests to validate correct @overload and generic behavior of relevant lmo.l_* estimators.
• More & better hypothesis tests, specifically for lmo.l_weights.

Full Changelog: v0.13.2...v0.14.0

v0.13.2

Release highlights

• Support numpy 2
• Fix incorrect location fitting for asymmetric distributions in l_fit()
• Improved numerical stability for large L-moment orders or trim-lengths
• Adopt SPEC-0
• Improved documentation

What's Changed

• Bump mkdocs from 1.5.3 to 1.6.0 by @dependabot in #201
• Bump ipython from 8.23.0 to 8.24.0 by @dependabot in #202
• Bump hypothesis from 6.100.1 to 6.100.2 by @dependabot in #203
• Bump ruff from 0.4.1 to 0.4.2 by @dependabot in #204
• Bump mkdocs-material from 9.5.18 to 9.5.20 by @dependabot in #205
• pyright 1.1.361 and other updates by @jorenham in #206
• update development dependencies by @jorenham in #212
• Numpy 2 support by @jorenham in #213
• Adopt SPEC-0 as versioning policy for numpy, scipy and pandas by @jorenham in #214
• bump pyright to 1.1.363 by @jorenham in #217
• Cleaner & faster doctests by @jorenham in #218
• Fix incorrect location fitting of asymmetric distributions by @jorenham in #219
• v0.13.2 by @jorenham in #220

Full Changelog: v0.13.1...v0.13.2

v0.13.1

What's Changed

• Bump mkdocs-material from 9.5.9 to 9.5.10 by @dependabot in #163
• Bump hypothesis from 6.98.8 to 6.98.12 by @dependabot in #168
• Bump pandas from 2.2.0 to 2.2.1 by @dependabot in #167
• Bump pytest from 8.0.1 to 8.0.2 by @dependabot in #166
• Bump typing-extensions from 4.9.0 to 4.10.0 by @dependabot in #165
• Bump ipython from 8.21.0 to 8.22.1 by @dependabot in #164
• Stricter Ruff & Pyright config by @jorenham in #169
• Update dev dependencies by @jorenham in #181
• Loosen dependency restrictions by @jorenham in #189
• Pre-commit & Improved contributing.md by @jorenham in #193
• Use markdownlint by @jorenham in #194
• bump pyright to 1.1.358 by @jorenham in #195
• Bump Pyright to 1.1.359 and Ruff to 0.4.1 by @jorenham in #199
• Documentation fixes & improved KaTeX equation rendering by @jorenham in #200

Full Changelog: v0.13.0...v0.13.1

v0.13.0

What's Changed

• Bump mkdocs-material from 9.5.3 to 9.5.4 by @dependabot in #147
• Bump hypothesis from 6.93.0 to 6.93.1 by @dependabot in #146
• Bump pyright from 1.1.345 to 1.1.346 by @dependabot in #145
• Bump scipy from 1.11.4 to 1.12.0 by @dependabot in #149
• Bump hypothesis from 6.93.1 to 6.96.2 by @dependabot in #148
• Bump ruff from 0.1.13 to 0.1.14 by @dependabot in #151
• Bump ipykernel from 6.28.0 to 6.29.0 by @dependabot in #152
• Require numpy>=1.23, folllowing NEP 29 by @jorenham in #153
• Fix failing tests with pandas>=2.2 by @jorenham in #154

Full Changelog: v0.12.1...v0.13.0

v0.12.1

What's Changed

• Fix TypeError in some scipy.stats distributions by @jorenham in #143

Full Changelog: v0.12.0...v0.12.1

v0.12.0

What's Changed

• Bump hypothesis from 6.92.0 to 6.92.1 by @dependabot in #121
• Bump pyright from 1.1.340 to 1.1.341 by @dependabot in #120
• Bump pandas-stubs from 2.1.1.230928 to 2.1.4.231218 by @dependabot in #125
• Bump ruff from 0.1.8 to 0.1.9 by @dependabot in #126
• Bump mkdocs-material from 9.5.2 to 9.5.3 by @dependabot in #127
• Bump pyright from 1.1.341 to 1.1.342 by @dependabot in #128
• Bump ipython from 8.18.1 to 8.19.0 by @dependabot in #129
• Fully nonparametric l_poly polynomial quantile distribution by @jorenham in #130
• Fix constants.theta_m_bar by @jorenham in #131
• Enabled additional ruff rules by @jorenham in #132
• Faster math rendering with KaTeX by @jorenham in #133
• [BREAKING] Reworked diagnostic.l_ratio_bounds by @jorenham in #134
• Fix overlapping @typing.overload by @jorenham in #135
• Bump pytest from 7.4.3 to 7.4.4 by @dependabot in #136
• Improved and extended tables with distribution L-moments by @jorenham in #137

Full Changelog: v0.11.3...v0.12.0

v0.11.3

What's Changed

• Entropy of the Wakeby distribution by @jorenham in #115
• Bump mkdocs-material from 9.5.1 to 9.5.2 by @dependabot in #116
• Bump hypothesis from 6.91.1 to 6.92.0 by @dependabot in #117
• Bump typing-extensions from 4.8.0 to 4.9.0 by @dependabot in #118
• Generalized Lambda distribution implementation: distributions.genlambda by @jorenham in #119

Full Changelog: v0.11.2...v0.11.3

v0.11.2

What's Changed

• Overview of (trimmed) L-moments of some distributions by @jorenham in #84
• Burr III general L-moments by @jorenham in #91
• Theoretical trimmed L-moments GEV distribution by @jorenham in #92
• Pareto type IV general trimmed L-moments by @jorenham in #96
• fix formatting issues in .md, .yaml, and .css by @jorenham in #98
• Generalized Pareto Distribution (GPD) general trimmed L-moments by @jorenham in #101
• Added pyright to tox by @wolph in #102
• General L-moments of the Generalized logistic distribution by @jorenham in #104
• Replaced boxcox transforms with Tsallis' q-exp and q-log by @jorenham in #105
• General L-moments of the (discrete) Bernoulli distribution by @jorenham in #106
• Merged Pareto IV and Burr XII distributions by @jorenham in #107
• General L-moments of the Gompertz distribution by @jorenham in #110
• New lmo.constants and lmo.special namespaces by @jorenham in #111
• Kumaraswamy's distribution implementation by @jorenham in #112
• Bump pyright from 1.1.337 to 1.1.338 by @dependabot in #113
• Wakeby distribution implementation by @jorenham in #114

Full Changelog: v0.11.1...v0.11.2