FastTextEmbedder

class rsdiv.embedding.FastTextEmbedder

Bases: BaseEmbedder

Embedding extracted from fastText for Movielens dataset.

classmethod embedding_norm(org: str) → ndarray

Normalize a given vector.

Parameters

org (str) – target string to generate the embedding.

Returns

normalized vector.

Return type

np.ndarray

classmethod embedding_list(org: List[str]) → ndarray

Normalize a summation of a list of vectors.

Parameters

org (List[str]) – target list of strings.

Returns

normalized vector.

Return type

np.ndarray

classmethod embedding_single(org: str) → ndarray

Base method to embed the single string.

Parameters

org (str) – target string to be embedded.

Returns

embedding vector for the given string.

Return type

np.ndarray