BowEmbedder

class squirro.lib.nlp.steps.embedders.BowEmbedder(config)

Bases: squirro.lib.nlp.steps.embedders.Embedder

Bag of words Embedder. See https://radimrehurek.com/gensim/corpora/dictionary.html#gensim.corpora.dictionary.Dictionary.doc2bow.

Parameters

type (str) – bow

Methods Summary

load()

Load a step

process_batch(batch)

Process a batch of documents.

save()

Save a step

train(docs)

Train on a step of a set of documents

Methods Documentation

load()

Load a step

process_batch(batch)

Process a batch of documents. If not defined will default to using self.process_doc for each document in the batch.

Parameters

batch (list(Document)) – List of documents

Returns

List of processed documents

Return type

list(Document)

save()

Save a step

train(docs)

Train on a step of a set of documents

Parameters

docs (generator(Document)) – Generator of documents

Returns

Generator of processed documents

Return type

generator(Document)