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Pre-release v2020.4.0

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@nsorros nsorros released this 07 Apr 10:21
v2020.4.0
1ca7f41
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Learn about vigilant mode.

ML

  • Add partial_fit to BERTClassifier
  • Add mean_last_four embedding to BertVectorizer
  • Use nlp.pipe for prediction as its quicker
  • Add generator to transform data on demand for spacy to reduce memory usage
  • Add multilabel and architecture parameter in SpacyClassifier
  • Modify SpacyClassifier to accept sparse Y for multilabel classification
  • Add pretrain_vectors_path parameters to SpacyClassifier
  • Add speed metric to SpacyClassifier and BertClassifier
  • Fix tests in BertClassifier to check for loss reduction after 5 iterations
Assets 4
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