JDWarner/scikit-fuzzy: Scikit-Fuzzy 0.5.0

At long last, a new release! Certainly deserving of a major point release, this release brings many important changes and fixes including:

Quality of life

• Forward compatibility with modern Python 3.x branches
• Drops compatibility with Python 2.x
• Move to pytest for CI as nose is no longer maintained
• Documentation and CI moved to GH-actions rather than Travis
• tox.ini to facilitate local testing in a virtual environment using tox
• The lenient parameter is now True by default for system simulations
• Update documentation infrastructure to Sphinx 8.x compliance
• Fixed Scipy compatibility with pinv2 removed in favor of pinv
• setup.cfg removed in favor of pyproject.toml

Fixes

• Fixes to documentation (examples as well as docstrings)
• Style improvements throughout the package
• Fixed a subtle error in piecemf, and added new inverse ipiecemf function
• Fixed a bug which resulted in the cmeans maxiter stopping one short of the desired number of loops
• Fixed a bug in universe resampling which affected legacy fuzzy_and and fuzzy_or-like operations. This did not affect the skfuzzy.control API.

Thanks to all the contributors to this release since 0.4.2: @wouter-vdb @cclauss @tjni @nicksspirit @phme283 @kinow @balins @moetayuko @MarcoMiretti and @JDWarner !

GitHub AI generated release notes with specific PR references:

What's Changed

• Use spaces, not tabs by @kinow in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/237
• Fix tipping problem new api example to work with py3 by @kinow in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/242
• DOC: Overhaul doc build to work with Sphinx 1.8. by @JDWarner in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/209
• Fix typos in user guide primer and in example code by @kinow in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/252
• Update Python support. by @wouter-vdb in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/265
• Minor cleanup by @JDWarner in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/266
• Feature: Accept term labels as input values in a control system simulation. by @wouter-vdb in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/270
• Correct doc for fuzzy c-means by @moetayuko in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/271
• fix: Docs building issues. by @wouter-vdb in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/269
• Lenient simulation by @wouter-vdb in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/267
• Auto generate latest docs and deploy to GitHub pages by @kinow in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/260
• Fix docs auto-deployment and limit it only to one travis env by @balins in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/279
• Migrate to GitHub Actions by @balins in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/280
• Correct documentation link by @phme283 in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/292
• MAINT: Scipy removed pinv2, in favor of pinv by @JDWarner in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/293
• Gitwash test by @JDWarner in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/294
• fix(imports): pass matplotlib ImportError by @MarcoMiretti in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/247
• Fix typos by @kinow in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/236
• Upgrade GitHub Actions by @cclauss in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/300
• Adapt tests to numpy 1.25 by @tjni in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/299
• Fix deprecation warning with distutils by @nicksspirit in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/296
• TSTFIX: Temporarily limit test matrix to 3.9 by @JDWarner in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/303
• nose2pytest: Drop the deprecated nosetest in favor of pytest by @cclauss in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/304
• Lint Python code with ruff instead of flake8 by @cclauss in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/305
• Migrate metadata from setup.py to setup.cfg by @cclauss in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/306
• ruff rule W605: Fix invalid escape sequences by @cclauss in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/309
• PEP 621: Migrate settings from setup.cfg into pyproject.toml by @cclauss in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/307
• Minor optimizations with ruff rules C4 and PERF by @cclauss in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/308
• Fix Makefile for test and coverage using pytest. by @JDWarner in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/322
• Remove spurious ToC link in doc build to nonexistant page. by @JDWarner in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/323
• Fix longstanding error which occasionally eroded universes in classic API by @JDWarner in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/324
• Bring forward PR #268 with fix to piecemf and new piecewise membership funcs. by @JDWarner in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/325
• STY: Ignore .ipynb files which may exist in the package. by @JDWarner in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/326
• RELEASE: Version 0.5.0 by @JDWarner in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/327
• FIX: Correct limit on maxiter by @JDWarner in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/328
• BUILD: Update pyproject.toml to request universal wheel. by @JDWarner in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/329

New Contributors

• @kinow made their first contribution in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/237
• @moetayuko made their first contribution in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/271
• @balins made their first contribution in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/279
• @phme283 made their first contribution in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/292
• @MarcoMiretti made their first contribution in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/247
• @cclauss made their first contribution in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/300
• @tjni made their first contribution in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/299
• @nicksspirit made their first contribution in https://github.com/scikit-fuzzy/scikit-fuzzy/pull/296

Full Changelog: https://github.com/scikit-fuzzy/scikit-fuzzy/compare/v0.4.2...v0.5.0