build_vr_filtration

Vietoris-Rips Filtration: Get the boundary matrix and its reduction information in matrix form

Provides an implementation of simplicial complexes for
Topological Data Analysis (TDA). The package includes functions to
compute faces, boundary operators, Betti numbers, Euler characteristic,
and to construct simplicial complexes. It also implements persistent
homology, from building filtrations to computing persistence diagrams,
with the aim of helping readers understand the core concepts of
computational topology.
Methods are based on standard references in persistent homology such as
Zomorodian and Carlsson (2005) <doi:10.1007/s00454-004-1146-y> and
Chazal and Michel (2021) <doi:10.3389/frai.2021.667963>.

ChiChien Wang

SimplicialComplex

Topological Data Analysis: Simplicial Complex

build_vr_filtration function

<dl><dt>points</dt>
<dd>Data point input.</dd>
<dt>eps_max</dt>
<dd>Maximum scale (epsilon).</dd></dl>

Arguments

Vietoris-Rips Filtration: Get the boundary matrix and its reduction information in matrix form — build_vr_filtration

<dl>

<dt>points</dt>
<dd>Data point input.</dd>


<dt>eps_max</dt>
<dd>Maximum scale (epsilon).</dd>

</dl>

build_vr_filtration: Vietoris-Rips Filtration: Get the boundary matrix and its reduction information in matrix form

Description

Usage

Value

Arguments

Examples