There are 23 repositories under persistent-homology topic.
A Lean Persistent Homology Library for Python
The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimensional Geometry Understanding.
Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.
Topological Graph Neural Networks (ICLR 2022)
A library for exploring persistent homology
Flexible and efficient persistent homology computation.
A Persistent Weisfeiler–Lehman Procedure for Graph Classification
Persistent homology calculation for 1D (scalar time series), 2D (image), and 3D (voxel) arrays
SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction"
Code for the paper 'Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology'
Unsupervised image segmentation by applying topological data analysis techniques.
Vectorization of persistence diagrams and approximate Wasserstein distance
A package for various computations with simplicial complexes, combinatorial codes, directed complexes and their filtrations.
Code of our NeurIPS 2020 publication 'Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence'
Custom filtration constructors for Python
Homology assisted CNN for image classification
Python-based persistent homology algorithms
Tutorial on Topological Data Analysis
Persistence Diagrams in Julia
This web app can be used to compute and visualize featurized PH barcodes.
Multiparameter Persistence for Machine Learning
Topological features applied to the digits data set
Fast Topological Clustering with Wasserstein Distance (ICLR 2022)
Tool to compute six-packs of persistence diagrams for chromatic point clouds [packaged on PyPI]
Experiments in topological machine learning
Computation of persistence Steenrod barcodes