Fixed embeddings to doc-embedding mapper

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

Use trained fixed word embeddings to map words to their embeddings. Does nothing with OOVs, which we don’t have any way to map.

First train or load embeddings using another 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	embeddings

Outputs

Name	Type(s)
mapper	fixed_embeddings_doc_embeddings_mapper

Example config

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

[my_fixed_embeddings_doc_mapper_module]
type=pimlico.modules.embeddings.mappers.fixed
input_embeddings=module_a.some_output