fastText to doc-embedding mapper

Path	pimlico.modules.embeddings.mappers.fasttext
Executable	yes

Use trained fastText embeddings to map words to their embeddings, including OOVs, using sub-word information.

First train a fastText model using the fastText training module. Then use this module to produce a doc-embeddings mapper.

This module does not support Python 2, so can only be used when Pimlico is being run under Python 3

Inputs

Name	Type(s)
embeddings	fasttext_embeddings

Outputs

Name	Type(s)
mapper	fasttext_doc_embeddings_mapper

Example config

This is an example of how this module can be used in a pipeline config file.

[my_fasttext_doc_mapper_module]
type=pimlico.modules.embeddings.mappers.fasttext
input_embeddings=module_a.some_output