pysal/pysal: Release v26.01

Overall, there were 352 commits that closed 192 issues since our last release on 2025-07-31. <a name="changes-by-package"></a> Changes by Package <a name="libpysal-v4.14.1"></a> libpysal v4.14.1 #824: REGR: Revert #793 (sorting in sparse to arrays) #822: REGR: fix regression in Graph.build_kernel #821: REGR: regression in Graph.build_kernel in 4.14 #823: [pre-commit.ci] pre-commit autoupdate #820: DOC: Fix stale documentation links #819: Move fast_point_in_polygon_algorithm notebook and data files to documentation #60: quadtree files #480: max val in rtree.silhouette_coeff #260: ENH: start of patsy branch for discussion #287: [WIP] Extend KNN neighbor search beyond coincident sites #184: BUG: Queen and Rook from_dataframe do not match docs #331: Add ArcGIS API for Python Geometry Support to Weight Objects #455: BUG: fix support for DataArray objects read through rioxarray to weights module #445: Add support for DataArray objects read through rioxarray #436: Update of the min_threshold_dist_from_shapefile function to support geopandas objects directly. #815: ENH: add information about components and isolates to Graph.repr #807: Connectivity warnings on Graph #790: Expectations in kernel weights #791: ENH: Add decay and taper arguments to normalize kernel in distance-based weights #818: TST: ensure EEA large rivers are downloaded prior running tests, numpy compat, plotting text fix #798: Bug/gaussian #816: ENH: support any 2-dimensional inputs in Graph.lag() #813: Graph.lag should support DataFrames #810: Bump actions/checkout from 5 to 6 #814: COMPAT: pandas 3.0 compatibillity in Graph #812: CI: ensure pyproj is present in 313-min #811: modernize macOS testing #809: BUG: fix euality check on Graph #808: [pre-commit.ci] pre-commit autoupdate #806: CI: try fixing spopt reverse dependency testing #797: add benchmarks of Graph using asv #802: BUG: RNG pruning condition and loop bound #801: Bug in the Delaunay prunning (RNG-2) #803: Bump actions/github-script from 7 to 8 #804: Bump actions/setup-python from 5 to 6 #799: Bump actions/checkout from 4 to 5 <a name="access-v1.1.10.post3"></a> access v1.1.10.post3 #99: Update release action for trusted publishing #97: initial attempt at Python 3.14 in CI #95: standard CI envs dir & naming conventions #96: modernize macOS testing <a name="esda-v2.8.1"></a> esda v2.8.1 #401: support Python 3.14 in CI matrix #400: adapted check_array() keyword - sklearn version #394: pruning down warnings/errors in make html #398: modernize macOS testing #397: Bump actions/checkout from 5 to 6 #395: AttributeError in Local_Join_Counts #393: fix docs build directory mismatch #396: Fix docx issues #390: Moran fourth moment missing sum() #392: docs directory – build vs. _build #391: correct fourth moment calculation for total randomization null #252: correlogram #259: add spatial correlogram function #205: adding alternative option in local_moran and moral_local_rate #279: add start of local partial moran statistics #281: pseudo-p significance calculation #388: Bump actions/github-script from 7 to 8 #387: Bump actions/setup-python from 5 to 6 #386: Bump actions/checkout from 4 to 5 <a name="giddy-v2.3.8"></a> giddy v2.3.8 #246: fix warnings in the doctests for dynamic_lisa_rose #244: UserWarning: No data for colormapping provided via 'c'. #239: fix failing doctests, other actions maint, ensure docs build, etc #198: fail gracefully when splot not installed #243: use_index warning from Queen.from_dataframe() #232: [pre-commit.ci] pre-commit autoupdate #242: change .toml file to anticipate the deprecation of old crand scheme in esda #240: merge main into #232 #235: doctest failures in ubuntu-latest, ci/312-dev.yaml #233: add with: fetch-depth: 0 for checkout in build_docs.yml <a name="gwlearn-v0.1.1"></a> gwlearn v0.1.1 #73: COMPAT: pandas 3 compatibility #72: DOC: fix docs building #70: Fix strict type annotation in GWLogisticRegression #68: Enable internal metadata routing for geometry #67: GHA: build docs for PRs #66: Execute notebooks as part of the documentation build #65: GHA: ignore pre-commit-ci[bot] in release notes #64: DOC: various documentation enhancements #63: DOC: make notebooks a bit faster to execute #62: MAINT: infrastructure enhancements #61: DOC: automatised release update #59: DOC: automatically build docs for stable (on version) and latest (on push) #57: ENH: add GWGradientBoostingRegressor #48: non-linear regressors #60: TST: make sure that codecov tracks undersampling #45: Implement metadata routing and update fit methods #56: document and test metadata routing #51: DOC: add comparison with mgwr #55: API: move geometry back to fit, implement score and backbone for metadata routing #43: Implement score #54: ENH: implement fusion with the global model in prediction #42: Flexibility of prediction #52: ENH: prediction based on nearest model only or a custom bandwidth #49: ENH: add GWRandomForestRegressor #50: [pre-commit.ci] pre-commit autoupdate #47: ENH: support predict method on regressors #41: Support predict on regressors #46: MAINT: eliminate warnings from CI #44: clean up n_jobs warning #40: minor touch of docs #39: full type hints (checked by ty) #38: fix some type hints #37: beef up docstrings #36: fix API rendering #35: use immaterial theme #34: DOC: Add basic user guide #33: custom undersampling #32: API: do not compute performance metrics, return arrays for users #30: API: try to make sure that API for metrics is not confusing #31: CI: attempt testing on Python 3.14 #29: CI: replace deprecated macos-13 with macos-15-intel #28: fix incorrect sorting #27: compute global metrics only for non-unique focal set #26: ensure bandwidth can be none with custom graph <a name="momepy-v0.11.0"></a> momepy v0.11.0 #720: DOC: expand on meaning of segment keyword in tessellation #714: Update and enhance pre-commit-config #717: bump oldest dependency versions as per spec000 – 2025-10 #711: TYP: fix type hints for new numpy #696: DEP: deprecate functions moved to neatnet #727: DEPR: deprecate preprocessing tooling #693: Deprecate stuff moved to neatnet #726: COMPAT: streetscape compatibility with numpy 2.4 #704: Adding metrics to strokes made by COINS #591: Adding metrics to strokes made by COINS #710: include numba in dev CI env, compat with dev libpysal #700: SciPy sparse array migration from sparse matrices #723: Inconcistency between mm.close_gaps and mm.extend_lines #716: initial attempt at Python 3.14 support #725: modernize macOS testing #724: Bump actions/checkout from 5 to 6 #722: DOC: Add missing text to enclosed_tessellation #707: DEP: fix user guide #706: DEP: remove deprecated class API #718: Artefacts in output when tessellating islands with narrow channels #721: Coplanar error #719: Update elements.py – typo in morphological_tessellation docstring #715: revisit spec000 minimal support versions – 2025-10 #713: [pre-commit.ci] pre-commit autoupdate #681: fixes #680 #683: Updating the Contributing file #708: Bump actions/setup-python from 5 to 6 #709: Bump actions/github-script from 7 to 8 #705: Bump actions/checkout from 4 to 5 <a name="spreg-v1.8.5"></a> spreg v1.8.5 #187: TypeError in GM_Lag when slx_vars is a list and slx_lags > 0. If slx_vars is not a list it defaults to "all" #189: Temporarily disabling 3.14 tests without numba #186: New feature: Different spatial weight matrices for lag and error terms #188: Fix bug in slx_vars in set_endog #185: try Python 3.14 with and without numba #181: modernize macOS testing #184: Bump actions/setup-python from 5 to 6 #183: Bump actions/github-script from 7 to 8 #182: Bump actions/checkout from 4 to 6 #168: Bump mamba-org/setup-micromamba from 1 to 2 #169: Bump codecov/codecov-action from 4 to 5 #180: Conflicting pysal.spreg.GMM_Error results when using esda.moran.Moran #175: Increasing test coverage <a name="tobler-v0.13.0"></a> tobler v0.13.0 #246: CI: pin geopandas version in 3.14 env #241: Python 3.14 in CI matrix etc #243: chipping away more warnings in tests #245: TST: geopandas compat #242: control for some warnings when running tests #240: reup linting for tobler - part3 #239: reup linting for tobler - part2 #238: standardize reqs/deps #237: update pyproject.toml & deps #236: modernize macOS testing #235: reup linting for tobler - part1 #230: [maint] ruff review for tobler #231: review spec000 for tobler [2025-10] #232: spec000 maintenance – [2025-10] #210: add nightly upstream testing to matrix #229: Update README.md -- universal DOI #165: add doi to readme #227: Add polygon binary dasymetric mapping <a name="pysal-v26.01rc1"></a> pysal v26.01rc1 #1394: Lazy Subpackage Loading for PySAL (PEP 562) #1386: Modernize dynamic imports: Replace exec/eval with importlib and use stdlib cached_property #1399: [Docs] Broken "User Guide" link on libpysal documentation homepage #1396: add gwlearn to meta #1392: Performance Optimization: Parallel Version Checking for 5.5x Import Speedup #1395: ENH: implement lazy loading for subpackages using SPEC 1 #1393: feat: add parallel version checking for 5.5x speedup #1390: NameError bug in _installed_version() and deprecated string formatting #1391: fix: resolve NameError bug and modernize string formatting #1388: Add test coverage for pysal.base and pysal.lib.common modules #1389: test: add comprehensive test coverage for base and lib.common modules #1387: refactor: modernize dynamic imports with importlib and stdlib cached_property (fixes issue #1386) #1384: Docs: Migrated contributing guidelines from Wiki to CONTRIBUTING.md #1068: PyPI packages ownership #1381: modernize macOS testing #1379: Bump actions/checkout from 5 to 6 #1378: Bump actions/setup-python from 5 to 6 #1377: Bump actions/checkout from 4 to 5 <a name="contributors"></a> Contribut