spopt

7.0easy start · #11 of 63
in GIS Software

Free to practise onyes
Free trialnot on record
Well documentedyes
Runs where you workyes

Runs on Linux, Mac, Windows.

Visit site Alternatives

spopt is ranked #11 of 63 in GIS software on The Geeks Club. It runs on Linux, macOS, Windows. There is a free plan.

spopt plans and pricing

All plans

spopt Free Open-source Python library · BSD 3-Clause license github.com · 5 Oct 2026

Compared on GIS software

Free plan: Yes
Deployment: desktop
Spatial analysis: advanced

Best spopt alternatives

See all 20

Felt 0 of 4 in the starter kit Lesson 18.0 GIS Cloud 0 of 4 in the starter kit Lesson 27.9 NextGIS Web 0 of 4 in the starter kit Lesson 37.8 QGIS Cloud 0 of 4 in the starter kit Lesson 47.4 SuperMap GIS 0 of 4 in the starter kit Lesson 57.3 Google Earth Engine 0 of 4 in the starter kit Lesson 67.2

The record

Purpose: spopt is an open-source Python library for solving optimization problems with spatial data.
Focus areas: The project develops methods for regionalization, facility location, and transportation-oriented solutions.
Regionalization: Its regionalization methods aggregate smaller geographic units into larger regions using methods such as AZP, MaxP, Skater, and spatially constrained clustering.
Facility location: Its facility-location methods include set covering, maximal coverage, p-median, p-center, p-dispersion, and flow refueling location models.
Install options: The released package can be installed with pip or conda-forge, and a development version can be installed from GitHub.
Python requirement: The installation guide says spopt supports Python 3.11 or later.
Dependencies: The repository lists SciPy, NumPy, pandas, NetworkX, libpysal, scikit-learn, GeoPandas, PuLP, Shapely, and spaghetti as requirements.
Solver example: The repository’s facility-location example uses PuLP with the CBC solver.
Examples: Documented examples include regional income clustering, Airbnb clustering, grid clustering, and locating first-aid stations or store sites.
Support: Users can ask questions through GitHub issues, GitHub discussions, or PySAL’s Discord channel.
Security: The repository identifies itself as a public project and links to its security and quality page, but the opened pages make no security or compliance claims.
License: The repository states that spopt is licensed under the BSD 3-Clause license.
Intended audience: The project describes itself as a spatial optimization package and provides examples involving geographic clustering and facility siting.
Development: The project says it is under active development and welcomes contributors.
Price from: Free

Where it ranks on The Geeks Club

Best GIS Software in 2026#11 of 63

Is spopt yours?

Claim it for free: prove the domain, then correct facts, plans and screenshots. An editor reviews every change.

Claim it free Promote spopt

Sources

pysal.org/spopt/· checked 5 Oct 2026
pysal.org/spopt/api.html· checked 5 Oct 2026
pysal.org/spopt/installation.html· checked 5 Oct 2026
github.com/pysal/spopt· checked 5 Oct 2026