embedders package

Functions

make_embedder(config)

Embedder factory

Classes

BowEmbedder(config)

The bag of words Embedder encodes provided text based on gensim doc2bow.

Embedder(config)

The Embedder step converts a word or phrase into a vector of numbers.

SklearnTFIDFEmbedder(config)

The TFIDF Embedder encodes provided text based on the sklearn TFIDF-Vectorizer.

TermsExtractionEmbedder(config)

The term extraction Embedder allows to extract significant terms provided textual data.

TransformerEmbedder(config)

The transformer Embedder encodes text based on a pre-trained transformers model.