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persistent-homology x

30 search results found

Ripser.py ⭐ 258

A Lean Persistent Homology Library for Python

Ripser: efficient computation of Vietoris–Rips persistence barcodes

Gudhi Devel ⭐ 221

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

A library for exploring persistent homology

RIVET is a tool for Topological Data Analysis, in particular two-parameter persistent homology.

Topological Autoencoders ⭐ 62

Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.

Topological Graph Neural Networks (ICLR 2022)

A Persistent Weisfeiler–Lehman Procedure for Graph Classification

Ripserer.jl ⭐ 38

Flexible and efficient persistent homology computation.

Tdastats ⭐ 28

R pipeline for computing persistent homology in topological data analysis. See https://doi.org/10.21105/joss.00860 for more details.

The essence of my research, distilled for reusability. Enjoy 🥃!

Simplicial.jl ⭐ 23

A package for various computations with simplicial complexes, combinatorial codes, directed complexes and their filtrations.

Shapr_torch ⭐ 22

SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction"

ggplot2 extension to visualize persistent homology

Python-based persistent homology algorithms

Parallel reduction of boundary matrices for Persistent Homology with CUDA

Neural Persistence ⭐ 14

Code for the paper 'Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology'

Tutorialtopologicaldataanalysis ⭐ 13

Tutorial on Topological Data Analysis

Persistencediagrams.jl ⭐ 11

Persistence Diagrams in Julia

Cechmate ⭐ 10

Custom filtration constructors for Python

Vectorisation App ⭐ 10

This web app can be used to compute and visualize featurized PH barcodes.

Tda Digits ⭐ 8

Topological features applied to the digits data set

Chromatic Tda ⭐ 8

Tool to compute six-packs of persistence diagrams for chromatic point clouds [packaged on PyPI]

Pyflagser ⭐ 8

Python bindings and API for the flagser C++ library (https://github.com/luetge/flagser).

Multipers ⭐ 7

Scikit-style multiparameter persistent homology.

Vectorization of persistence diagrams and approximate Wasserstein distance

Ripser.jl ⭐ 7

Simple Ripser wrapper in Julia

Cubicalripser_3dim ⭐ 6

Persistent homology calculation for 1D (scalar time series), 2D (image), and 3D (voxel) arrays

Steenroder ⭐ 5

Computation of persistence Steenrod barcodes

Multipers Signed Measure ⭐ 5

Scikit-style multiparameter persistent homology, using signed measure and their representation for machine learning.

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1-30 of 30 search results

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