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 library offers …

Topological Data Analysis (TDA) is a recent and fast growing field providing a set of new topological and geometric tools to infer relevant features for possibly complex data. Here we …

A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences libraries. The GUDHI library is a generic open …

Vectorizations, distances and kernels that work on persistence diagrams, compatible with scikit-learn and tensorflow. These graphical tools comes on top of persistence results and allows the …

2020年3月26日 · 本文简要介绍了机器学习中拓扑数据分析的力量并展示如何配合三个Python库：Gudhi，Scikit-Learn和Tensorflow进行实践。 数据派THU 独家 | 拓扑机器学习的神圣三件 …

GUDHI Version 3.11.0 - C++ library for Topological Data Analysis (TDA) and Higher Dimensional Geometry Understanding. Generated on Fri Feb 21 2025 15:25:21 for GUDHI by Doxygen 1.9.3

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 library offers …

2025年2月21日 · The Gudhi library is an open source library for Computational Topology and Topological Data Analysis (TDA). It offers state-of-the-art algorithms to construct various types …

2024年9月25日 · GUDHI（Geometry Understanding in Higher Dimensions）是一个开源的C++库，同时提供了Python接口，专注于拓扑数据分析（Topological Data Analysis, TDA）和高维几 …

2024年11月28日 · GUDHI（用于拓扑数据分析的几何理解库）是一个通用的开源C++库，同时提供Python接口。 该库专注于拓扑数据分析（TDA）和高等维度几何理解，旨在帮助研究人员 …