Topology Python Packages

topojson

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

ripser

A Lean Persistent Homology Library for Python

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.

persim

Distances and representations of persistence diagrams

spaghetti

SPAtial GrapHs: nETworks, Topology, & Inference

pervect

Vectorization of persistence diagrams and approximate Wasserstein distance

giotto-tda

A high-performance topological machine learning toolbox in Python

pytopojson

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

giotto-ph

High performance implementation of Vietoris-Rips persistence.

unifi-topology

Python library for UniFi network topology discovery and SVG rendering

giotto-tda-nightly

Toolbox for Machine Learning using Topological Data Analysis.

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.

buildingregulariser

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

findpeaks

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

tadasets

Synthetic data sets apt for Topological Data Analysis

pyqula

Python library to compute properties of quantum tight binding models, including topological, electronic and magnetic properties and including the effect of many-body interactions.

semanticembed

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

topapprox

Package for computing topological approximation using Persistent Homology in various settings.

scikit-tda

Topological Data Analysis for Python🐍

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

pyntm

pyNTM - This is the network traffic modeler written in python 3: pip3 install pyNTM

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

Python toolbox to analyse fracture networks for digitalized rock outcrops.