skbio.embedding.embed_vec_to_numpy

skbio.embedding.embed_vec_to_numpy(vectors, validate=True)

Convert an iterable of EmbeddingVector objects to a NumPy array.

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:

ndarray of shape (n_objects, n_features)

A NumPy array where n_features corresponds to the dimensionality of the latent space.

Raises:

ValueError

If the vectors do not have the same length.