Pysal

Latest version: v24.1

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24.01

Overall, there were 832 commits that closed 219 issues, together with 37 pull requests since our last release on 2023-08-01.


<a name="changes-by-package"></a>
Changes by Package


<a name="libpysal"></a>

24.01rc2

Overall, there were 908 commits that closed 217 issues, together with 37 pull requests since our last release on 2023-07-31.


<a name="changes-by-package"></a>
Changes by Package


<a name="libpysal"></a>
libpysal
* [629:](https://github.com/pysal/libpysal/pull/629) remove `xarray` as hard dependency
* [585:](https://github.com/pysal/libpysal/pull/585) CI against Python 3.12
* [627:](https://github.com/pysal/libpysal/pull/627) pass kwargs to explore
* [617:](https://github.com/pysal/libpysal/pull/617) ENH: explore method for graph
* [625:](https://github.com/pysal/libpysal/pull/625) fix fileio regression
* [624:](https://github.com/pysal/libpysal/issues/624) regression in libpysal.io.fileio.FileIO
* [622:](https://github.com/pysal/libpysal/pull/622) lint & format – `io/geotable/*`
* [616:](https://github.com/pysal/libpysal/pull/616) fix index check for precomputed graph distances
* [620:](https://github.com/pysal/libpysal/pull/620) lint & format `io/*.py`
* [621:](https://github.com/pysal/libpysal/pull/621) TST: ignore pandas dev blockmanager warnings
* [619:](https://github.com/pysal/libpysal/pull/619) lint & format `graph/tests/*.py`
* [618:](https://github.com/pysal/libpysal/pull/618) lint `graph/_*.py`
* [615:](https://github.com/pysal/libpysal/pull/615) lint `graph/base.py`
* [614:](https://github.com/pysal/libpysal/pull/614) format & lint – `cg/tests/*.py`
* [593:](https://github.com/pysal/libpysal/pull/593) ENH: add vectorized plotting to Graph
* [612:](https://github.com/pysal/libpysal/issues/612) proper shapely being pulled into `DEV` CI?
* [611:](https://github.com/pysal/libpysal/pull/611) format & lint – `cg/ops/tests*.py`
* [613:](https://github.com/pysal/libpysal/pull/613) Print spatial versions in CI
* [610:](https://github.com/pysal/libpysal/pull/610) format, lint, numpydoc – `cg/ops/*.py`
* [608:](https://github.com/pysal/libpysal/pull/608) `./cg/*.py` – format, lint, & remove docstring spaces
* [607:](https://github.com/pysal/libpysal/pull/607) lint `./examples/*`
* [604:](https://github.com/pysal/libpysal/pull/604) remove redundant `.coveragerc`
* [602:](https://github.com/pysal/libpysal/issues/602) remove `.coveragerc`
* [605:](https://github.com/pysal/libpysal/issues/605) failures due to removals of in `libpysal.common`
* [601:](https://github.com/pysal/libpysal/pull/601) TST: convert unittests to pytest
* [595:](https://github.com/pysal/libpysal/issues/595) Convert all testing from `unittest` to `pytest`.
* [600:](https://github.com/pysal/libpysal/pull/600) remove `test_NameSpace.py`
* [596:](https://github.com/pysal/libpysal/issues/596) get rid of `test_NameSpace.py`?
* [597:](https://github.com/pysal/libpysal/pull/597) begin the repo linting
* [598:](https://github.com/pysal/libpysal/pull/598) convert README to markdown
* [330:](https://github.com/pysal/libpysal/issues/330) README.md?
* [592:](https://github.com/pysal/libpysal/pull/592) MAINT: dealing with `sqlalchemy` & `geomet`
* [588:](https://github.com/pysal/libpysal/issues/588) `sqlalchemy` and `geomet`
* [591:](https://github.com/pysal/libpysal/pull/591) MAINT: avoid most of the warnings coming from dev CI
* [582:](https://github.com/pysal/libpysal/issues/582) GeoPandas FutureWarning in fuzzy_contiguity
* [465:](https://github.com/pysal/libpysal/pull/465) vectorize centroid in W.plot
* [464:](https://github.com/pysal/libpysal/issues/464) W.plot method is generating long list of deprecation warnings
* [587:](https://github.com/pysal/libpysal/pull/587) TST: fix alpha_shape failures on dev
* [586:](https://github.com/pysal/libpysal/pull/586) avoid could_be_isomorphic on nx 3.2
* [584:](https://github.com/pysal/libpysal/pull/584) manual trigger for CI
* [583:](https://github.com/pysal/libpysal/pull/583) Delay example data dir creation, add fallback for unwriteable $HOME
* [565:](https://github.com/pysal/libpysal/pull/565) remove `conftest.py` in graph tests
* [530:](https://github.com/pysal/libpysal/issues/530) is `geomet` still a dependency?
* [581:](https://github.com/pysal/libpysal/pull/581) README is rst, not md --> update pyproject.toml

24.01rc1

Overall, there were 832 commits that closed 219 issues, together with 37 pull requests since our last release on 2023-07-31.


<a name="changes-by-package"></a>
Changes by Package


<a name="libpysal"></a>

23.07

Overall, there were 179 commits that closed 107 issues, together with 16 pull requests since our last release on 2023-02-01.


Changes by Package

giddy
* [187:](https://github.com/pysal/giddy/pull/187) small edits to long description
* [186:](https://github.com/pysal/giddy/pull/186) update github action for release
* [185:](https://github.com/pysal/giddy/issues/185) Update bleeding edge `libpysal` in dev envs
* [182:](https://github.com/pysal/giddy/pull/182) Prepare for v2.3.4 release


pointpats
* [62:](https://github.com/pysal/pointpats/issues/62) Update docs for 2.2.0
* [86:](https://github.com/pysal/pointpats/issues/86) Infrastructure
* [97:](https://github.com/pysal/pointpats/pull/97) Fix github action for docs building
* [96:](https://github.com/pysal/pointpats/pull/96) add packages for building docs in env file
* [95:](https://github.com/pysal/pointpats/pull/95) Docs
* [94:](https://github.com/pysal/pointpats/pull/94) bump to v2.3.0
* [92:](https://github.com/pysal/pointpats/pull/92) migrate docs from RTD to github page
* [91:](https://github.com/pysal/pointpats/pull/91) handle scipy deprecation
* [90:](https://github.com/pysal/pointpats/pull/90) add github action for release and doc building
* [64:](https://github.com/pysal/pointpats/pull/64) [WIP] Migrate to GitHub Actions for testing
* [80:](https://github.com/pysal/pointpats/issues/80) pointpats on conda-forge fails pip check
* [76:](https://github.com/pysal/pointpats/issues/76) Documentation for `pointpats` version 2.2.0 in Google Colab
* [63:](https://github.com/pysal/pointpats/issues/63) Move testing to github actions
* [79:](https://github.com/pysal/pointpats/issues/79) Deprecated statistics included in the manual
* [69:](https://github.com/pysal/pointpats/pull/69) update centrography test for dep induced precision breakage
* [88:](https://github.com/pysal/pointpats/pull/88) GHA: fix target
* [87:](https://github.com/pysal/pointpats/pull/87) Set up and update infrastructure
* [82:](https://github.com/pysal/pointpats/pull/82) Make opencv package optional
* [85:](https://github.com/pysal/pointpats/pull/85) DOC: fix API docs
* [84:](https://github.com/pysal/pointpats/issues/84) pointpats.random not in the API docs


segregation
* [217:](https://github.com/pysal/segregation/pull/217) dont run changelog on upload release
* [216:](https://github.com/pysal/segregation/pull/216) GHA: update release action for pyproject
* [215:](https://github.com/pysal/segregation/issues/215) publish workflow needs updating
* [213:](https://github.com/pysal/segregation/issues/213) Use of Total Population in Dissimilarity Index
* [200:](https://github.com/pysal/segregation/issues/200) simulate_evenness is forcing a geodataframe
* [212:](https://github.com/pysal/segregation/pull/212) infra
* [211:](https://github.com/pysal/segregation/pull/211) update infrastructure
* [210:](https://github.com/pysal/segregation/pull/210) remove pygeos


spaghetti
* [717:](https://github.com/pysal/spaghetti/issues/717) COMPAT: `geopandas==0.13.0` comp with `utils._points_as_gdf()`
* [726:](https://github.com/pysal/spaghetti/issues/726) `build_docs.yml` workflow failure with `v1.7.3` release
* [734:](https://github.com/pysal/spaghetti/pull/734) force reinstall package for version fetching in `build_docs.yaml`
* [731:](https://github.com/pysal/spaghetti/issues/731) local docs build "failure"
* [733:](https://github.com/pysal/spaghetti/pull/733) Doc patch
* [727:](https://github.com/pysal/spaghetti/issues/727) Swap`setup-micromamba` for `provision-with-micromamba` in CI
* [732:](https://github.com/pysal/spaghetti/pull/732) update micromamba in CI
* [730:](https://github.com/pysal/spaghetti/pull/730) [pre-commit.ci] pre-commit autoupdate
* [729:](https://github.com/pysal/spaghetti/issues/729) update pre-commit for new `ruff` GitHub
* [728:](https://github.com/pysal/spaghetti/pull/728) [pre-commit.ci] pre-commit autoupdate
* [724:](https://github.com/pysal/spaghetti/pull/724) refactor element_as_gdf internals
* [723:](https://github.com/pysal/spaghetti/issues/723) refactor `element_as_gdf()` internal constructors
* [721:](https://github.com/pysal/spaghetti/pull/721) Overhaul repo infrastructure
* [716:](https://github.com/pysal/spaghetti/issues/716) Update release action
* [704:](https://github.com/pysal/spaghetti/issues/704) Modernize infrastructure
* [715:](https://github.com/pysal/spaghetti/issues/715) Memory leak in `full_distance_matrix` when `n_processes > 1`
* [720:](https://github.com/pysal/spaghetti/pull/720) revisit `_points_as_gdf()`
* [718:](https://github.com/pysal/spaghetti/pull/718) compat with GeoPandas 0.13.0
* [719:](https://github.com/pysal/spaghetti/pull/719) Fix memory leak in `full_distance_matrix()`
* [713:](https://github.com/pysal/spaghetti/pull/713) Bump peter-evans/create-pull-request from 4 to 5
* [712:](https://github.com/pysal/spaghetti/pull/712) [pre-commit.ci] pre-commit autoupdate
* [711:](https://github.com/pysal/spaghetti/issues/711) Can we run network kernel density estimation using spaghetti?
* [709:](https://github.com/pysal/spaghetti/issues/709) Update bleeding edge `libpysal` in dev envs
* [710:](https://github.com/pysal/spaghetti/pull/710) swap master for main (libpysal)
* [708:](https://github.com/pysal/spaghetti/pull/708) update black pin in pre-commit
* [707:](https://github.com/pysal/spaghetti/pull/707) Update Versioneer


momepy
* [472:](https://github.com/pysal/momepy/issues/472) TypeError when using momepy.remove_false_nodes with shapely.geometry.linestring.LineString
* [486:](https://github.com/pysal/momepy/pull/486) RLS: fix PyPI long description
* [485:](https://github.com/pysal/momepy/pull/485) RLS: add 0.6.0 changelog
* [484:](https://github.com/pysal/momepy/pull/484) DOC: add note to COINS re undirected graphs
* [448:](https://github.com/pysal/momepy/issues/448) DOC: Unexpected results from momepy.COINS
* [483:](https://github.com/pysal/momepy/pull/483) [pre-commit.ci] pre-commit autoupdate
* [481:](https://github.com/pysal/momepy/issues/481) CI: `TestElements.test_get_node_id_ratio` failing in `311-dev.yaml`
* [480:](https://github.com/pysal/momepy/pull/480) [pre-commit.ci] pre-commit autoupdate
* [479:](https://github.com/pysal/momepy/pull/479) REF: update for shapely 2.0
* [443:](https://github.com/pysal/momepy/issues/443) Refactor code for shapely 2.0
* [464:](https://github.com/pysal/momepy/issues/464) Shapely no longer has 'lgeos' in version 2.0.0
* [477:](https://github.com/pysal/momepy/pull/477) [pre-commit.ci] pre-commit autoupdate
* [475:](https://github.com/pysal/momepy/pull/475) [pre-commit.ci] pre-commit autoupdate
* [476:](https://github.com/pysal/momepy/pull/476) update warnings for ruff
* [474:](https://github.com/pysal/momepy/pull/474) [pre-commit.ci] pre-commit autoupdate
* [473:](https://github.com/pysal/momepy/pull/473) TypeError when using momepy.remove_false_nodes with shapely.geometry.linestring.LineString
* [471:](https://github.com/pysal/momepy/pull/471) [pre-commit.ci] pre-commit autoupdate
* [470:](https://github.com/pysal/momepy/issues/470) remove `libpysal` pin in dev?
* [469:](https://github.com/pysal/momepy/pull/469) [pre-commit.ci] pre-commit autoupdate
* [468:](https://github.com/pysal/momepy/pull/468) remove redundant `requirements.txt`
* [467:](https://github.com/pysal/momepy/pull/467) MAINT: switch to pyproject and ruff
* [466:](https://github.com/pysal/momepy/issues/466) read_file: IllegalArgumentException: point array must contain 0 or >1 elements


spreg
* [113:](https://github.com/pysal/spreg/pull/113) Fixing minor bugs in the way results were bring printed in regimes models
* [112:](https://github.com/pysal/spreg/pull/112) Fixing a bug in the printing of results of Chow Test in ML_Lag_Regimes
* [111:](https://github.com/pysal/spreg/pull/111) Revision of Skater_reg's example notebook and its inclusion in the docs.


tobler
* [177:](https://github.com/pysal/tobler/pull/177) fix typo in pycno when nanhandle is false
* [176:](https://github.com/pysal/tobler/issues/176) Problems using pycno (handling of nulls)
* [175:](https://github.com/pysal/tobler/issues/175) Very Inaccurate results with area interpolation
* [173:](https://github.com/pysal/tobler/issues/173) 0.9 was not actually released
* [168:](https://github.com/pysal/tobler/issues/168) rename default branch from `master` to `main`
* [170:](https://github.com/pysal/tobler/issues/170) update testing & supported Python versions
* [140:](https://github.com/pysal/tobler/pull/140) [WIP] start kriging module
* [138:](https://github.com/pysal/tobler/pull/138) Categorization of notebooks
* [169:](https://github.com/pysal/tobler/issues/169) update infrastructure
* [174:](https://github.com/pysal/tobler/pull/174) update infrastructure
* [171:](https://github.com/pysal/tobler/issues/171) refactor to use shapely2 instead of pygeos
* [139:](https://github.com/pysal/tobler/pull/139) integrate smaup into tobler
* [172:](https://github.com/pysal/tobler/pull/172) REF: move from pygeos to shapely 2


mapclassify
* [182:](https://github.com/pysal/mapclassify/pull/182) [pre-commit.ci] pre-commit autoupdate
* [181:](https://github.com/pysal/mapclassify/pull/181) ENH: Pretty Breaks classifier
* [176:](https://github.com/pysal/mapclassify/pull/176) Add anchor option to StdMean
* [177:](https://github.com/pysal/mapclassify/pull/177) BUG: pass through lowest in User_Defined
* [178:](https://github.com/pysal/mapclassify/pull/178) DOC: surface find_bin
* [180:](https://github.com/pysal/mapclassify/pull/180) Bump peter-evans/create-pull-request from 4 to 5
* [179:](https://github.com/pysal/mapclassify/pull/179) [pre-commit.ci] pre-commit autoupdate
* [174:](https://github.com/pysal/mapclassify/pull/174) Update requirements_docs.txt
* [171:](https://github.com/pysal/mapclassify/pull/171) Update precommit and ignore formatting commits
* [172:](https://github.com/pysal/mapclassify/pull/172) [pre-commit.ci] pre-commit autoupdate
* [170:](https://github.com/pysal/mapclassify/pull/170) Update Versioneer



Contributors

Many thanks to all of the following individuals who contributed to this release:


- Eli Knaap
- James Gaboardi
- Levi John Wolf
- Martin Fleischmann
- Pedro Amaral
- Qiusheng Wu
- Serge Rey
- Wei Kang

23.01

Overall, there were 479 commits that closed 205 issues, together with 19 pull requests since our last release on 2022-07-31.

Highlights

- Version numbering has switched to YR.MO for the pysal meta-package release.
- The `spopt` package added a LSCP-B formulation and the P-Dispersion model through the excellent GSoC project by [Erin Olson](https://erinrolson.github.io/2022/09/08/GSOC-fifth-blog.html)



Changes by Package

libpysal
* [488:](https://github.com/pysal/libpysal/pull/488) type vs. geom_type with shapely
* [487:](https://github.com/pysal/libpysal/issues/487) address ShapelyDeprecationWarning The 'type' attribute is...
* [485:](https://github.com/pysal/libpysal/issues/485) allow for individual downloads and access to remote urls in examples
* [486:](https://github.com/pysal/libpysal/pull/486) ENH: more granularity in example handling
* [482:](https://github.com/pysal/libpysal/pull/482) test against shapely prerelease
* [479:](https://github.com/pysal/libpysal/issues/479) Creating Weights from dataframe: IndexError: index 0 is out of bounds for axis 0 with size 0
* [483:](https://github.com/pysal/libpysal/pull/483) Networkx3.0
* [481:](https://github.com/pysal/libpysal/pull/481) Platformdirs
* [478:](https://github.com/pysal/libpysal/pull/478) Updates warnings, etc.
* [391:](https://github.com/pysal/libpysal/issues/391) Test failures with GEOS 3.9.0


access


esda


giddy


inequality


pointpats


segregation


spaghetti
* [701:](https://github.com/pysal/spaghetti/issues/701) another `release_and_publish.yml` failures (due to `pyproject.toml`)
* [703:](https://github.com/pysal/spaghetti/pull/703) Update Versioneer
* [700:](https://github.com/pysal/spaghetti/pull/700) Update Versioneer
* [702:](https://github.com/pysal/spaghetti/pull/702) add formatting exclusions properly in toml
* [699:](https://github.com/pysal/spaghetti/pull/699) Update Versioneer
* [698:](https://github.com/pysal/spaghetti/pull/698) Update Versioneer
* [697:](https://github.com/pysal/spaghetti/pull/697) try versioneer action
* [696:](https://github.com/pysal/spaghetti/pull/696) remove pygeos from environments
* [680:](https://github.com/pysal/spaghetti/issues/680) remove `pygeos`
* [695:](https://github.com/pysal/spaghetti/pull/695) supplement `setup.py` with a `name` kwarg for dep graph
* [694:](https://github.com/pysal/spaghetti/issues/694) add `name` keyword in `setup.py`
* [693:](https://github.com/pysal/spaghetti/pull/693) [pre-commit.ci] pre-commit autoupdate
* [692:](https://github.com/pysal/spaghetti/pull/692) [pre-commit.ci] pre-commit autoupdate
* [690:](https://github.com/pysal/spaghetti/pull/690) try pyproject.toml; remove setup.cfg
* [691:](https://github.com/pysal/spaghetti/pull/691) [pre-commit.ci] pre-commit autoupdate
* [689:](https://github.com/pysal/spaghetti/pull/689) [pre-commit.ci] pre-commit autoupdate
* [688:](https://github.com/pysal/spaghetti/pull/688) adjust css for doc references
* [687:](https://github.com/pysal/spaghetti/pull/687) esda master -> main
* [686:](https://github.com/pysal/spaghetti/pull/686) update sphinx tooling, etc.
* [685:](https://github.com/pysal/spaghetti/pull/685) 1st attempt for Python 3.11 testing
* [684:](https://github.com/pysal/spaghetti/pull/684) [pre-commit.ci] pre-commit autoupdate
* [683:](https://github.com/pysal/spaghetti/pull/683) Bump actions/setup-python from 3 to 4
* [682:](https://github.com/pysal/spaghetti/pull/682) add linting in CI
* [681:](https://github.com/pysal/spaghetti/issues/681) Try out pre-commit.ci
* [679:](https://github.com/pysal/spaghetti/pull/679) Test against shapely pre-release
* [678:](https://github.com/pysal/spaghetti/issues/678) test against `shapely==2.0b1`
* [677:](https://github.com/pysal/spaghetti/pull/677) rerun notebooks
* [676:](https://github.com/pysal/spaghetti/pull/676) Update warnings, etc.


mgwr


momepy
* [422:](https://github.com/pysal/momepy/pull/422) RLS: add 0.5.4 changelog
* [420:](https://github.com/pysal/momepy/pull/420) Add pyproject.toml file
* [415:](https://github.com/pysal/momepy/issues/415) add a project.toml?
* [419:](https://github.com/pysal/momepy/pull/419) proof README.md
* [416:](https://github.com/pysal/momepy/pull/416) Scour docs for consistency, grammar, etc.
* [414:](https://github.com/pysal/momepy/issues/414) scour docstrings (grammar, punctuation, etc.)
* [418:](https://github.com/pysal/momepy/pull/418) GHA: update PyPI release action
* [413:](https://github.com/pysal/momepy/pull/413) add flake8 and isort to CI
* [412:](https://github.com/pysal/momepy/issues/412) enhance CI with flake8 & isort
* [409:](https://github.com/pysal/momepy/pull/409) BUG: get_network_ratio non-interescting joins fix
* [408:](https://github.com/pysal/momepy/issues/408) BUG: get_network_ratio returns wrong ID for non-intersecting join
* [410:](https://github.com/pysal/momepy/pull/410) minor spelling and punctuation update
* [392:](https://github.com/pysal/momepy/pull/392) ENH: roundabout_simplification() notebook example
* [407:](https://github.com/pysal/momepy/pull/407) CI: test preprocessing part of user guide
* [405:](https://github.com/pysal/momepy/pull/405) Run user guide tests with Python 3.10
* [403:](https://github.com/pysal/momepy/pull/403) remove pygeos duplicate
* [400:](https://github.com/pysal/momepy/pull/400) standardize pytest.approx() in testing files
* [404:](https://github.com/pysal/momepy/pull/404) bump copyright year
* [402:](https://github.com/pysal/momepy/issues/402) pygeos occurs twice in asv.conf.json - matrix
* [401:](https://github.com/pysal/momepy/issues/401) test user guide against Python 3.10?
* [399:](https://github.com/pysal/momepy/issues/399) both pytest.approx() and approx() used in testing
* [398:](https://github.com/pysal/momepy/pull/398) Fix various warnings
* [397:](https://github.com/pysal/momepy/issues/397) Fix thrown warnings in dimension, elements, diversity
* [395:](https://github.com/pysal/momepy/pull/395) handle `All NaN slice` warning
* [394:](https://github.com/pysal/momepy/issues/394) Handle `All-NaN slice encountered` warning in diversity.Percentiles()
* [390:](https://github.com/pysal/momepy/issues/390) limit numpy version evaluations in diversity.Percentiles
* [393:](https://github.com/pysal/momepy/pull/393) DOC: create preprocessing section
* [388:](https://github.com/pysal/momepy/issues/388) suppress warnings in dimensions.StreetProfile()
* [389:](https://github.com/pysal/momepy/pull/389) handle scenarios leading to dimensions.StreetProfile() warnings
* [391:](https://github.com/pysal/momepy/pull/391) Rabs geom
* [386:](https://github.com/pysal/momepy/issues/386) numpy. nanpercentile() has a renamed keyword
* [383:](https://github.com/pysal/momepy/issues/383) update .append method for dataframes
* [382:](https://github.com/pysal/momepy/pull/382) REF: remove deprecated pandas append
* [384:](https://github.com/pysal/momepy/pull/384) REF: replace append with concat
* [387:](https://github.com/pysal/momepy/pull/387) address numpy.nanpercentile warning
* [385:](https://github.com/pysal/momepy/pull/385) DOC: temporarily pin theme
* [371:](https://github.com/pysal/momepy/pull/371) ENH: geometry-based simplification of roundabouts
* [379:](https://github.com/pysal/momepy/pull/379) Added warning for gdp_to_nx if geometries are not LineStrings
* [378:](https://github.com/pysal/momepy/pull/378) BUG: make coins independent of gdf index
* [373:](https://github.com/pysal/momepy/pull/373) DOC: compat with latest sphinx pydata theme
* [362:](https://github.com/pysal/momepy/issues/362) DOC: broken colours with new pydata_sphinx_theme


spglm


spint


spreg
* [108:](https://github.com/pysal/spreg/pull/108) update gitcount and conf.py
* [107:](https://github.com/pysal/spreg/pull/107) update workflows/ci
* [100:](https://github.com/pysal/spreg/pull/100) update tools/gitcount notebook
* [105:](https://github.com/pysal/spreg/pull/105) Fixing failed tests for new release
* [104:](https://github.com/pysal/spreg/pull/104) Version update


spvcm


tobler


mapclassify
* [165:](https://github.com/pysal/mapclassify/pull/165) Update Versioneer
* [167:](https://github.com/pysal/mapclassify/pull/167) Try skipping certain files with `isort`
* [166:](https://github.com/pysal/mapclassify/pull/166) update master/main link issue
* [164:](https://github.com/pysal/mapclassify/pull/164) Update Versioneer
* [163:](https://github.com/pysal/mapclassify/pull/163) Update infrastructure (actions)
* [162:](https://github.com/pysal/mapclassify/issues/162) GHA for updating `versioneer`
* [161:](https://github.com/pysal/mapclassify/issues/161) update branch of gh-action-pypi-publish
* [37:](https://github.com/pysal/mapclassify/issues/37) Add VBA functionality
* [159:](https://github.com/pysal/mapclassify/pull/159) [pre-commit.ci] pre-commit autoupdate
* [158:](https://github.com/pysal/mapclassify/pull/158) [pre-commit.ci] pre-commit autoupdate
* [157:](https://github.com/pysal/mapclassify/pull/157) [pre-commit.ci] pre-commit autoupdate
* [156:](https://github.com/pysal/mapclassify/pull/156) [pre-commit.ci] pre-commit autoupdate
* [142:](https://github.com/pysal/mapclassify/issues/142) `MaxP.update()` – bins used by not defined
* [155:](https://github.com/pysal/mapclassify/pull/155) Remove `update` method from `MaxP`
* [154:](https://github.com/pysal/mapclassify/pull/154) Use `libpysal.fuzzy_contiguity()` in `greedy`
* [148:](https://github.com/pysal/mapclassify/issues/148) swap greedy. _geos_sw() for libpysal.fuzzy_contiguity
* [135:](https://github.com/pysal/mapclassify/pull/135) Thorough scouring of docs + doc build infrastructure
* [141:](https://github.com/pysal/mapclassify/issues/141) love and care for docstrings, etc.
* [152:](https://github.com/pysal/mapclassify/pull/152) ENH: addressing #145
* [153:](https://github.com/pysal/mapclassify/pull/153) remove spaces after table string title
* [145:](https://github.com/pysal/mapclassify/issues/145) remove spaces from title of classifier table string
* [150:](https://github.com/pysal/mapclassify/pull/150) Switch to pytest
* [146:](https://github.com/pysal/mapclassify/issues/146) convert from `unittest` to `pytest`
* [147:](https://github.com/pysal/mapclassify/pull/147) improve warnings and exceptions
* [140:](https://github.com/pysal/mapclassify/issues/140) warn or raise vs. print statements for unexpected behavior
* [151:](https://github.com/pysal/mapclassify/pull/151) [pre-commit.ci] pre-commit autoupdate
* [149:](https://github.com/pysal/mapclassify/issues/149) silence warnings option when `k` classes not possible?
* [144:](https://github.com/pysal/mapclassify/pull/144) update GHA for CI
* [143:](https://github.com/pysal/mapclassify/pull/143) remove _table_string() method
* [139:](https://github.com/pysal/mapclassify/issues/139) remove old/redundant MapClassifier._table_string() method
* [138:](https://github.com/pysal/mapclassify/pull/138) Bump actions/checkout from 2 to 3
* [137:](https://github.com/pysal/mapclassify/pull/137) Bump codecov/codecov-action from 2 to 3
* [136:](https://github.com/pysal/mapclassify/pull/136) update release action, etc.
* [105:](https://github.com/pysal/mapclassify/issues/105) Fix changelog builder to give proper attribution
* [134:](https://github.com/pysal/mapclassify/pull/134) updating branch in badges on README
* [133:](https://github.com/pysal/mapclassify/pull/133) resolves #132
* [132:](https://github.com/pysal/mapclassify/issues/132) update binder environment
* [129:](https://github.com/pysal/mapclassify/issues/129) ``RuntimeWarning: invalid value encountered in double_scalars``
* [131:](https://github.com/pysal/mapclassify/pull/131) ENH: handle invariant arrays
* [112:](https://github.com/pysal/mapclassify/issues/112) `plot` doesn't work for pooled classifications
* [130:](https://github.com/pysal/mapclassify/issues/130) change default branch from master to main
* [128:](https://github.com/pysal/mapclassify/pull/128) [MAINT] lint & format repo; update CI; handle DeprWarns, etc.


splot


spopt
* [276:](https://github.com/pysal/spopt/issues/276) P-Median Problem Tutorial Binder example
* [344:](https://github.com/pysal/spopt/pull/344) Add `requirements_notebooks.txt` to MANIFEST
* [343:](https://github.com/pysal/spopt/issues/343) The requirementes notebook is missing from the MANIFEST.in
* [342:](https://github.com/pysal/spopt/pull/342) Update Versioneer
* [340:](https://github.com/pysal/spopt/pull/340) add versioneer action
* [339:](https://github.com/pysal/spopt/issues/339) add a GHA for updating `versioneer`
* [338:](https://github.com/pysal/spopt/pull/338) Update `release_and_publish.yml`
* [337:](https://github.com/pysal/spopt/issues/337) update branch of `gh-action-pypi-publish`
* [336:](https://github.com/pysal/spopt/pull/336) [BUG] bounds for client assignment variables
* [328:](https://github.com/pysal/spopt/issues/328) [BUG] client assignment variable bounds for CLSCP-SO
* [329:](https://github.com/pysal/spopt/pull/329) Clean up the implementation of the capacitated LSCP
* [320:](https://github.com/pysal/spopt/issues/320) clean up CLSCP-SO implementation
* [335:](https://github.com/pysal/spopt/pull/335) polish up docstrings, etc. in skater.py
* [333:](https://github.com/pysal/spopt/pull/333) [BUG] `affinity` in Skater spanning forest
* [332:](https://github.com/pysal/spopt/issues/332) customize tqdm progress bar in Skater
* [321:](https://github.com/pysal/spopt/issues/321) [BUG] using `affinity` in `skater.SpanningForest`
* [334:](https://github.com/pysal/spopt/pull/334) doc build env correction
* [330:](https://github.com/pysal/spopt/pull/330) Update sphinx requirement from <=4.5.0 to <6.2.0
* [309:](https://github.com/pysal/spopt/pull/309) workaround for cascading references in docs
* [327:](https://github.com/pysal/spopt/pull/327) Update sphinx requirement from <=4.5.0 to <6.1.0
* [324:](https://github.com/pysal/spopt/pull/324) individual `locate` test, tqdm, & bare minimal testing env
* [323:](https://github.com/pysal/spopt/issues/323) test against a minimal / bare bones environment
* [322:](https://github.com/pysal/spopt/issues/322) add `tqdm` as on optional req
* [318:](https://github.com/pysal/spopt/issues/318) break out `test_locate.py`
* [234:](https://github.com/pysal/spopt/issues/234) Factoring in Facility Capacities
* [319:](https://github.com/pysal/spopt/pull/319) Streamline redundant parameter passing in constraint constructors
* [317:](https://github.com/pysal/spopt/issues/317) streamline variable and constraint creation
* [7:](https://github.com/pysal/spopt/issues/7) input is not sanitised before it is used
* [316:](https://github.com/pysal/spopt/pull/316) Fix CLSCP-SO bugs and add tests
* [315:](https://github.com/pysal/spopt/issues/315) raise if demand > capacity in CLSCP-SO
* [314:](https://github.com/pysal/spopt/issues/314) [BUG] service radius threshold not respected in CLSCP-SO
* [273:](https://github.com/pysal/spopt/pull/273) Facility capacity for LSCP
* [313:](https://github.com/pysal/spopt/pull/313) [pre-commit.ci] pre-commit autoupdate
* [307:](https://github.com/pysal/spopt/pull/307) doc work and formatting continued (random_region, util, ward)
* [312:](https://github.com/pysal/spopt/pull/312) expose SPENC kwargs
* [310:](https://github.com/pysal/spopt/issues/310) remove external `spenc` from CI envs
* [172:](https://github.com/pysal/spopt/issues/172) Allow passing all keywords into Spenc
* [305:](https://github.com/pysal/spopt/pull/305) utilize `BaseSpOptExactSolver`
* [306:](https://github.com/pysal/spopt/pull/306) Update sphinx requirement from <=4.5.0 to <5.4.0
* [302:](https://github.com/pysal/spopt/pull/302) start of doc work – focusing on `locate` docs
* [304:](https://github.com/pysal/spopt/issues/304) update locate images & add tutorial links
* [300:](https://github.com/pysal/spopt/issues/300) doc work and cleanup -- add locate formulations to docstrings
* [296:](https://github.com/pysal/spopt/pull/296) New attributes & functionality for `locate` models
* [287:](https://github.com/pysal/spopt/issues/287) calculate `get_percentage()` within ``MCLP.solve(results=True)``
* [286:](https://github.com/pysal/spopt/issues/286) calculate `get_mean_distance()` within ``PMedian.solve(results=True)``
* [285:](https://github.com/pysal/spopt/issues/285) remove BaseOutputMixin from PDispersion
* [283:](https://github.com/pysal/spopt/issues/283) get_backup_percentage method for LSCP-B
* [282:](https://github.com/pysal/spopt/issues/282) maybe set solver as attribute in LSCPB?
* [267:](https://github.com/pysal/spopt/issues/267) pre-defined facilities for all location models?
* [301:](https://github.com/pysal/spopt/pull/301) [pre-commit.ci] pre-commit autoupdate
* [294:](https://github.com/pysal/spopt/pull/294) Region-k-means seed
* [213:](https://github.com/pysal/spopt/issues/213) K means heuristic test failure
* [297:](https://github.com/pysal/spopt/issues/297) keep or remove RegionMixin
* [215:](https://github.com/pysal/spopt/issues/215) maximum-coverage-location package
* [293:](https://github.com/pysal/spopt/pull/293) remove pip install in notebooks
* [290:](https://github.com/pysal/spopt/issues/290) more issues with binder for locate notebooks
* [292:](https://github.com/pysal/spopt/pull/292) Drop Py37, update binders, & test future shapely dev
* [291:](https://github.com/pysal/spopt/issues/291) update shapely_dev testing
* [284:](https://github.com/pysal/spopt/issues/284) drop testing/support for Python 3.7
* [288:](https://github.com/pysal/spopt/pull/288) Update/cleanup/standardize notebooks
* [289:](https://github.com/pysal/spopt/issues/289) test `spopt` against the `shapely==2.0b1`
* [269:](https://github.com/pysal/spopt/issues/269) update docs for new location models
* [57:](https://github.com/pysal/spopt/issues/57) Throws an error when silhoutte coefficients for two clusters are the same
* [187:](https://github.com/pysal/spopt/issues/187) The dissimilarity parameter should be able to accept a distance/dissimilarity matrix as an alternative to a callable distance function
* [188:](https://github.com/pysal/spopt/pull/188) [WIP] allow for precomputed distance matrices
* [263:](https://github.com/pysal/spopt/issues/263) LSCP Notebook Plots
* [21:](https://github.com/pysal/spopt/issues/21) differentiating spatial clusterers
* [281:](https://github.com/pysal/spopt/issues/281) comparing the LSCP and LSCP-B results
* [278:](https://github.com/pysal/spopt/issues/278) AttributeError: type object 'FacilityModelBuilder' has no attribute 'add_maximized_min_variable'
* [279:](https://github.com/pysal/spopt/pull/279) testing overhaul, etc
* [260:](https://github.com/pysal/spopt/issues/260) GSoC 2022 Interfaces for Consistent API Design
* [277:](https://github.com/pysal/spopt/pull/277) .coverage in .gitignore
* [265:](https://github.com/pysal/spopt/issues/265) Add .coverage to .gitignore
* [268:](https://github.com/pysal/spopt/pull/268) P dispersion
* [275:](https://github.com/pysal/spopt/pull/275) Update typo in p-median example
* [259:](https://github.com/pysal/spopt/pull/259) LSCP-B
* [271:](https://github.com/pysal/spopt/pull/271) Lscpb formulation
* [270:](https://github.com/pysal/spopt/issues/270) LSCP-B formulation?
* [272:](https://github.com/pysal/spopt/pull/272) Rewrite LSCPB formulation

Contributors

Many thanks to all of the following individuals who contributed to this release:


- Andres Morfin Veytia
- Erin Olson
- Germano Barcelos
- Greg Maya
- James Gaboardi
- Levi John Wolf
- Martin Fleischmann
- Nick Bearman
- Pedro Amaral
- Serge Rey

23.01rc1

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