What's Changed Bug Fixes ensure min_sample>=1 in adbscan by @jGaboardi in https://github.com/pysal/esda/pull/235 Fix assuncao_rate function by @jGaboardi in https://github.com/pysal/esda/pull/236 Bug fixes across Lee and swap to survival function for #243 by @ljwolf in https://github.com/pysal/esda/pull/245 ### Other Changes Fix failure in silhouette_alist by @sjsrey in https://github.com/pysal/esda/pull/218 Update envs and CI, etc. by @jGaboardi in https://github.com/pysal/esda/pull/224 Remove matplotlib import by @sjsrey in https://github.com/pysal/esda/pull/217 xfail 2 tests using scikit-learn for DBSCAN by @jGaboardi in https://github.com/pysal/esda/pull/225 only download datasets needed for CI testing by @jGaboardi in https://github.com/pysal/esda/pull/227 Format repo: black/isort/flake8 repo by @jGaboardi in https://github.com/pysal/esda/pull/230 custom codecov reporting by @jGaboardi in https://github.com/pysal/esda/pull/231 add .coveragerc by @jGaboardi in https://github.com/pysal/esda/pull/238 BUG: Don't include w.id_order in calculation of local C by @sjsrey in https://github.com/pysal/esda/pull/242 REF: require shapely 2 instead of pygeos by @martinfleis in https://github.com/pysal/esda/pull/244 future warn for .by_col() methods by @jGaboardi in https://github.com/pysal/esda/pull/237 DOC: add Altman (1998) to references by @martinfleis in https://github.com/pysal/esda/pull/249 added space to help with code formatting by @cornhundred in https://github.com/pysal/esda/pull/251 Use more precise calculation of minimum bounding circle area by @martinfleis in https://github.com/pysal/esda/pull/257 CI: properly test min and dev by @martinfleis in https://github.com/pysal/esda/pull/258 update to pyproject by @knaaptime in https://github.com/pysal/esda/pull/256 TST: skip tests failing on sklearn regression by @martinfleis in https://github.com/pysal/esda/pull/263 fix second areal moment calculation, cascade changes down to other stats by @ljwolf in https://github.com/pysal/esda/pull/261 fix math formatting in second_areal_moment by @martinfleis in https://github.com/pysal/esda/pull/264 GHA: update release actions by @martinfleis in https://github.com/pysal/esda/pull/265 New Contributors @cornhundred made their first contribution in https://github.com/pysal/esda/pull/251 Full Changelog: https://github.com/pysal/esda/compare/v2.4.3...v2.5.0