Coreferee

Latest version: v1.4.1

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1.4.1

Added support for Python v3.11.

1.4.0

- Made it possible to package spaCy pipelines containing Coreferee.
- Added an entry point for Coreferee so it does not need to be imported explicitly alongside spaCy.
- Added support for spaCy v3.5 for English, German and Polish.

1.3.1

Added support for the v3.4.1 English models.

1.3.0

Added support for spaCy v3.4 for English, German and Polish.

1.2.0

Removed dependencies to TensorFlow and Keras, switching to Thinc as the neural network platform. Switching to Thinc has led to serialized models that are around 30% of the size of the old models, and has also allowed the old limitation to be removed where `nlp.pipe()` could not be called with `n_process > 1` with forked processes.
Implemented a softmax layer to select the best potential referent for each anaphor as opposed to calculating independent scores for each pair.
Added matrix tests to support a variety of Python and spaCy versions, including spaCy 3.2 and spaCy 3.3.
Implemented a stable-random split into train and test corpora as opposed to using the last 20% of loaded documents as the test corpus.
Improved the training script so that it remembers the model state at each epoch and chooses the best-performing state from the training history as the model to save.
Added the coreferee check command to enable performance measurement for an existing Coreferee model with a new spaCy model.

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