bertopic_transform

Transform new documents with a fitted BERTopic model

Interface to the Python package 'BERTopic' <https://maartengr.github.io/BERTopic/index.html> for transformer-based topic modeling. Provides R wrappers to fit BERTopic models, transform new documents, update and reduce topics, extract topic- and document-level information, and generate interactive visualizations. 'Python' backends and dependencies are managed via the 'reticulate' package.

Biying Zhou

BERTopic

Topic Modeling with 'BERTopic'

bertopic_transform function

<dl><dt>model</dt>
<dd>A "bertopic_r" model from <code>bertopic_fit()</code>.</dd>
<dt>new_text</dt>
<dd>Character vector of new documents.</dd>
<dt>embeddings</dt>
<dd>Optional numeric matrix for new documents.</dd></dl>

Arguments

Transform new documents with a fitted BERTopic model — bertopic_transform

<dl>

<dt>model</dt>
<dd>A "bertopic_r" model from <code>bertopic_fit()</code>.</dd>


<dt>new_text</dt>
<dd>Character vector of new documents.</dd>


<dt>embeddings</dt>
<dd>Optional numeric matrix for new documents.</dd>

</dl>

bertopic_transform: Transform new documents with a fitted BERTopic model

Description

Usage

Value

Arguments