skbio.embedding.embed_vec_to_ordination#
- skbio.embedding.embed_vec_to_ordination(vectors, validate=True)[source]#
Convert EmbeddingVector objects to an Ordination object.
A singular value decomposition (SVD) is performed on the data.
- Parameters:
- vectorsiterable of EmbeddingVector objects
An iterable of EmbeddingVector objects, or objects that subclass EmbeddingVector.
- validatebool, optional
If
True, validate that all vectors have the same length and are valid types.
- Returns:
- OrdinationResults
Ordination results with objects as samples and latent variables as features.