bertopic_set_embedding_model

Set a new embedding model on a fitted BERTopic instance. This enables
<code><a href="/link/transform()?package=BERTopic&version=0.1.0" data-mini-rdoc="BERTopic::transform()">transform()</a></code> after loading when the embedding model was not saved.

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_set_embedding_model function

<dl><dt>model</dt>
<dd>A "bertopic_r" model.</dd>
<dt>embedding_model</dt>
<dd>Either a character identifier (e.g., "all-MiniLM-L6-v2")
or a Python embedding model object (e.g., a SentenceTransformer instance).</dd></dl>

Arguments

Set a new embedding model on a fitted BERTopic instance. This enables
<code><a href='https://rdrr.io/r/base/transform.html'>transform()</a></code> after loading when the embedding model was not saved.

Replace or set the embedding model — bertopic_set_embedding_model

<dl>

<dt>model</dt>
<dd>A "bertopic_r" model.</dd>


<dt>embedding_model</dt>
<dd>Either a character identifier (e.g., "all-MiniLM-L6-v2")
or a Python embedding model object (e.g., a SentenceTransformer instance).</dd>

</dl>

bertopic_set_embedding_model: Replace or set the embedding model

Description

Usage

Value

Arguments