Topology Python Packages

topojson

Encode spatial data as topology in Python! 🌍 https://mattijn.github.io/topojson

ripser

A Lean Persistent Homology Library for Python

persim

Distances and representations of persistence diagrams

gudhi

The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimensional Geometry Understanding.

spaghetti

SPAtial GrapHs: nETworks, Topology, & Inference

pytopojson

An extension of GeoJSON that encodes topology. Based on the JavaScript project

giotto-tda

A high-performance topological machine learning toolbox in Python

giotto-ph

High performance implementation of Vietoris-Rips persistence.

unifi-topology

Python library for UniFi network topology discovery and SVG rendering

tadasets

Synthetic data sets apt for Topological Data Analysis

buildingregulariser

Python library for cleaning and regularising building footprints in geospatial data, aligning edges to principal directions and simplifying polygons for more accurate analysis.

giotto-tda-nightly

A high-performance topological machine learning toolbox in Python

scikit-tda

Topological Data Analysis for Python🐍

tda

Python package for topological data analysis written in Rust. Not limited to just H0 and H1.

findpeaks

The detection of peaks and valleys in a 1d-vector or 2d-array (image)

pervect

Vectorization of persistence diagrams and approximate Wasserstein distance

semanticembed

6D structural risk analysis for directed graphs — AI agent pipelines, microservices, CI/CD. Sub-millisecond. Patent pending.

sgext

Spatial Graph Extractor. Library and scripts to study graphs extracted from binary images, or to generate graphs and analyze them completely in-silico. Used at least in biopolymers simulations and vascular networks.

pyqula

Python library for quantum lattice tight binding models

tda-mapper

A simple and efficient Python implementation of Mapper algorithm for Topological Data Analysis

giotto-learn

A high-performance topological machine learning toolbox in Python

openwisp-network-topology

Network topology collector and visualizer. Collects network topology data from dynamic mesh routing protocols or other popular networking software like OpenVPN, allows to visualize the network graph, save daily snapshots that can be viewed in the future and more.

fracability

Analyse fracture networks for digitalized rock outcrops.

pytrack-lib

a Map-Matching-based Python Toolbox for Vehicle Trajectory Reconstruction