topological-data-analysis

#计算机科学#Uniform Manifold Approximation and Projection

#计算机科学#A high-performance topological machine learning toolbox in Python

Kepler Mapper: A flexible Python implementation of the Mapper algorithm.

Topological Data Analysis for Python🐍

TTK - Topological Data Analysis and Visualization - Source Code

Ripser: efficient computation of Vietoris–Rips persistence barcodes

A Lean Persistent Homology Library for Python

Topological Deep Learning

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

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

Computing on Topological Domains

#Awesome#A curated list of topological data analysis (TDA) resources and links.

#计算机科学#A topological machine learning framework based on PyTorch

Code for the NeurIPS 2019 paper: Topology-Preserving Deep Image Segmentation

Topological Data Analysis in Python

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

#计算机科学#Uniform Manifold Approximation and Projection (UMAP) implementation in Julia

Topological Data Analysis in Python: Simplicial Complex

Uniform Manifold Approximation with Two-phase Optimization (IEEE VIS 2022 short)

NeurIPS 2023 - TopP&R: Robust Support Estimation Approach for Evaluating Fidelity and Diversity in Generative Models Official Code