create_bins

Topological data analysis (TDA) is a method of data analysis that
uses techniques from topology to analyze high-dimensional data. Here we
implement Mapper, an algorithm from this area developed by Singh, Mémoli and
Carlsson (2007) which generalizes the concept of a
Reeb graph <https://en.wikipedia.org/wiki/Reeb_graph>.

George Clare Kennedy

mappeR

Construct and Visualize TDA Mapper Graphs

create_bins function

<dl><dt>data</dt>
<dd>A data frame.</dd>
<dt>filtered_data</dt>
<dd>The result of a function applied to the data frame; there should be one filter value per observation in the original data frame.</dd>
<dt>cover_element_tests</dt>
<dd>A list of membership test functions for a set of cover elements. In other words, each element of <code>cover_element_tests</code> is a function that returns <code>TRUE</code> or <code>FALSE</code> when given a filter value.</dd></dl>

Arguments

Create bins of data — create_bins

<dl>

<dt>data</dt>
<dd>A data frame.</dd>


<dt>filtered_data</dt>
<dd>The result of a function applied to the data frame; there should be one filter value per observation in the original data frame.</dd>


<dt>cover_element_tests</dt>
<dd>A list of membership test functions for a set of cover elements. In other words, each element of <code>cover_element_tests</code> is a function that returns <code>TRUE</code> or <code>FALSE</code> when given a filter value.</dd>

</dl>

create_bins: Create bins of data

Description

Usage

Value

Arguments