Vectorizations, distances and kernels that work on persistence diagrams, compatible with scikit-learn and tensorflow. This module aims at bridging the gap between persistence diagrams and …

A persistence image is a 2D function computed from a persistence diagram by convolving the diagram points with a weighted Gaussian kernel. The plane is then discretized into an image …

Persistence landscapes are represented as a vector of vectors of real numbers. Assume that i-th vector consist of \(n_i\) numbers sorted from larger to smaller. They represent the values of …

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

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 …

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

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The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis and Higher Dimensional Geometry Understanding. The library offers state-of …

Gudhi also contains implementations of less common vectorization methods, such as the [Betti curve] …

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