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