spopt: a python package for solving spatial optimization problems in PySAL

spopt: a python package for solving spatial optimization problems in PySAL - Published in JOSS (2022)
https://github.com/pysal/spopt

Keywords

facility-location location-allocation location-modeling python regionalization resource-planning routing spatial-analysis spatial-optimization transportation

Keywords from Contributors

transforms measur spatial-data networks observation optimize spatial-statistics archiving geopandas composability

Last synced: 2 months ago
JSON representation

Acceptance Criteria

Revelant topics? true
External users? true
Open source license? true
Active? true
Fork? false

Repository metadata

Spatial Optimization

Host: GitHub
URL: https://github.com/pysal/spopt
Owner: pysal
License: bsd-3-clause
Created: 2019-03-01T18:56:11.000Z (almost 7 years ago)
Default Branch: main
Last Pushed: 2025-10-06T23:57:14.000Z (3 months ago)
Last Synced: 2025-10-24T01:44:46.760Z (2 months ago)
Topics: facility-location, location-allocation, location-modeling, python, regionalization, resource-planning, routing, spatial-analysis, spatial-optimization, transportation
Language: Python
Homepage: https://pysal.org/spopt/
Size: 165 MB
Stars: 344
Watchers: 11
Forks: 55
Open Issues: 31
Releases: 0
Metadata Files:
- Readme: README.md
- Contributing: .github/CONTRIBUTING.md
- License: LICENSE.txt

Owner metadata

Name: Python Spatial Analysis Library
Login: pysal
Email:
Kind: organization
Description:
Website:
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/3769919?v=4
Repositories: 37
Last ynced at: 2024-04-16T01:04:32.528Z
Profile URL: https://github.com/pysal

GitHub Events

Total

Create event: 3
Release event: 1
Issues event: 23
Watch event: 41
Delete event: 3
Issue comment event: 55
Push event: 15
Pull request review comment event: 28
Pull request review event: 24
Pull request event: 31
Fork event: 6

Last Year

Create event: 3
Release event: 1
Issues event: 22
Watch event: 41
Delete event: 3
Issue comment event: 54
Push event: 15
Pull request review comment event: 28
Pull request review event: 24
Pull request event: 31
Fork event: 6

Committers metadata

Last synced: 2 months ago

Total Commits: 871
Total Committers: 23
Avg Commits per committer: 37.87
Development Distribution Score (DDS): 0.59

Commits in past year: 28
Committers in past year: 8
Avg Commits per committer in past year: 3.5
Development Distribution Score (DDS) in past year: 0.607

Name	Email	Commits
James Gaboardi	j**i@g**m	357
Erin Olson	r**o@g**m	206
Germano Barcelos	g**s@g**m	70
Serge Rey	s**y@g**m	65
Xin Feng	x**g@X**l	43
pre-commit-ci[bot]	6****]	25
eli knaap	ek@k****m	23
Xin (Selena) Feng	a**g@g**m	15
rongboxu	r**1@u**k	14
fengzixin0617	1****7	11
ljwolf	l**f@g**m	10
dependabot[bot]	4****]	7
rwei5	r**i@a**u	6
Timothy Ellersiek	t**m@g**m	6
Zixin Feng (PGR)	2**F@s**k	3
Martin Fleischmann	m**n@m**t	2
github-actions[bot]	4****]	2
Abhishek Dimri	1****i	1
Emmanuel Ferdman	e**n@g**m	1
Krasen Samardzhiev	k**m@g**m	1
Nick Bearman	n**k@g**k	1
Patrick Roddy	p**y@g**m	1
Pedro Camargo	c@m****o	1

Committer domains:

Issue and Pull Request metadata

Last synced: 3 months ago

Total issues: 113
Total pull requests: 130
Average time to close issues: about 2 months
Average time to close pull requests: 11 days
Total issue authors: 22
Total pull request authors: 17
Average comments per issue: 1.9
Average comments per pull request: 1.68
Merged pull request: 110
Bot issues: 0
Bot pull requests: 29

Past year issues: 18
Past year pull requests: 36
Past year average time to close issues: 15 days
Past year average time to close pull requests: 13 days
Past year issue authors: 6
Past year pull request authors: 11
Past year average comments per issue: 1.33
Past year average comments per pull request: 1.75
Past year merged pull request: 23
Past year bot issues: 0
Past year bot pull requests: 5

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/pysal/spopt

Top Issue Authors

jGaboardi (87)
ljwolf (5)
iboates (2)
orlandombaa (1)
xf37 (1)
sjsrey (1)
mbforr (1)
nilason (1)
swongraphy (1)
samueltoro7 (1)
Abhishek-Dimri (1)
benjaminrhoyle (1)
martinfleis (1)
Anran0716 (1)
Dekermanjian (1)

Top Pull Request Authors

jGaboardi (66)
pre-commit-ci[bot] (24)
gegen07 (5)
nightcoder26 (4)
rongboxu (4)
ljwolf (4)
xf37 (3)
speco29 (3)
dependabot[bot] (3)
github-actions[bot] (2)
fengzixin0617 (2)
u3ks (2)
martinfleis (2)
Abhishek-Dimri (2)
emmanuel-ferdman (2)

Top Issue Labels

locate (33)
maintenance (16)
rough edge (15)
CI (13)
docs (12)
region (11)
bug (9)
notebooks/binders (9)
enhancement (9)
testing (8)
dependencies (7)
GSOC2023 (3)
solvers & solver apis (3)
needs attention (3)
release (3)
github_actions (3)
discussion (3)
installation (2)
codecov (2)
conda-forge (1)
requirements (1)
WIP (1)
priority: high (1)
tutorials (1)
transport/route (1)
good first issue (1)

Top Pull Request Labels

maintenance (27)
locate (25)
docs (21)
CI (15)
notebooks/binders (9)
bug (8)
rough edge (8)
dependencies (7)
testing (7)
region (6)
GSOC2023 (4)
enhancement (3)
python (3)
github_actions (3)
solvers & solver apis (2)
good first issue (2)
GSoC2025 (2)
GSoC2022 (1)
conda-forge (1)
needs attention (1)
priority: high (1)
release (1)

Package metadata

Total packages: 3
Total downloads:
- pypi: 39,371 last-month
Total docker downloads: 189
Total dependent packages: 5 (may contain duplicates)
Total dependent repositories: 43 (may contain duplicates)
Total versions: 30
Total maintainers: 3

pypi.org: spopt

Spatial Optimization in PySAL

Homepage: https://pysal.org/spopt/
Documentation: https://spopt.readthedocs.io/
Licenses: BSD 3-Clause
Latest release: 0.7.0 (published 6 months ago)
Last Synced: 2025-10-26T02:43:49.196Z (2 months ago)
Versions: 21
Dependent Packages: 3
Dependent Repositories: 35
Downloads: 39,371 Last month
Docker Downloads: 189
Rankings:
- Docker downloads count: 2.037%
- Downloads: 2.303%
- Dependent packages count: 2.377%
- Dependent repos count: 2.471%
- Average: 3.329%
- Stargazers count: 4.451%
- Forks count: 6.333%
Maintainers (3)

conda-forge.org: spopt

Spopt is an open-source Python library for solving optimization problems with spatial data. Originating from the `region` module in [PySAL](http://pysal.org) (Python Spatial Analysis Library), it is under active development for the inclusion of newly proposed models and methods for regionalization, facility location, and transportation-oriented solutions.

Homepage: http://pysal.org/
Licenses: BSD-3-Clause
Latest release: 0.4.1 (published over 3 years ago)
Last Synced: 2025-10-26T02:43:22.937Z (2 months ago)
Versions: 8
Dependent Packages: 2
Dependent Repositories: 8
Rankings:
- Dependent repos count: 12.079%
- Dependent packages count: 19.581%
- Average: 21.947%
- Stargazers count: 26.359%
- Forks count: 29.768%

anaconda.org: spopt

Homepage: https://pysal.org/spopt
Licenses: BSD-3-Clause
Latest release: 0.7.0 (published 4 months ago)
Last Synced: 2025-10-26T02:43:46.350Z (2 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 42.313%
- Average: 44.416%
- Dependent repos count: 46.519%

Dependencies

.github/workflows/build_docs.yml actions

actions/checkout v3 composite
ad-m/github-push-action master composite
mamba-org/provision-with-micromamba main composite

.github/workflows/release_and_publish.yml actions

actions/checkout v3 composite
actions/github-script v6 composite
actions/setup-python v4 composite
pypa/gh-action-pypi-publish release/v1 composite

.github/workflows/testing.yml actions

actions/checkout v3 composite
codecov/codecov-action v3 composite
mamba-org/provision-with-micromamba main composite

pyproject.toml pypi

geopandas >=0.10
libpysal *
mapclassify *
networkx >=2.6
numpy >=1.21
pandas >=1.3,!=1.5.0
pointpats >=2.3.0
pulp *
scikit-learn >=1.0
scipy >=1.7
shapely >=2
spaghetti *
tqdm >=4.27.0

environment.yml conda

folium
geopandas
glpk
inequality
jupyterlab
libpysal
mapclassify
matplotlib
matplotlib-scalebar
networkx
numpy
overpy
pandas
pip
pointpats
pulp
python 3.12.*
scikit-learn
scipy
seaborn
shapely
spaghetti
tqdm
watermark

Score: 19.6493833552989

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