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Merge pull request #31 from wellcometrust/update-version-2020.4.0
Update version to 2020.4.0 and add Changelog
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CHANGELOG.md

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# 2020.4.0
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* Add partial_fit to BERTClassifier
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* Add mean_last_four embedding to BertVectorizer
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* Use nlp.pipe for prediction as its quicker
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* Add generator to transform data on demand for spacy to reduce memory usage
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* Add multilabel and architecture parameter in SpacyClassifier
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* Modify SpacyClassifier to accept sparse Y for multilabel classification
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* Add pretrain_vectors_path parameters to SpacyClassifier
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* Add speed metric to SpacyClassifier and BertClassifier
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* Fix tests in BertClassifier to check for loss reduction after 5 iterations

wellcomeml/__version__.py

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__name__='wellcomeml'
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__version__='2020.2.1'
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__version__='2020.4.0'
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__description__='Utilities for managing nlp models and for processing text-related data at Wellcome Data Labs'
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__url__='https://github.com/wellcometrust/datalabs/tree/master/code/wellcomeml/'
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__author__='Wellcome Trust DataLabs Team'

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