Carview!

@ahalterman

Thanks to @ahalterman, @dshefman1 and @Anxo06 for the pull requests!

🔴 Bug fixes

Fix bug that'd cause the scores to not be read correctly from precomputed most_similar caches.

@kabirkhan

Completely rewrite package from scratch.
Replace built-in vector storage with spaCy's Vectors, making this package a pure Python package and allowing easy out-of-the-box serialization of vectors.
Add fully serializable spaCy pipeline component and extension attributes.
Add new methods get_best_sense and get_other_senses and improve most_similar.
Add script for precomputing index of nearest neighbors for super fast "most similar" queries.
Add annotation recipes for Prodigy to easily create word lists and match patterns from similar phrases using sense2vec vectors (like the terms.teach recipe, just with multi-word expressions).
New and more efficient training and preprocessing scripts using GloVe and fastText.

The sense2vec.load method has been removed. Use Sense2Vec.from_disk instead.
The previous VectorMap and VectorStorage have been removed.
This package now requires Python 3.6+.
This update requires a new vectors format (see attached files).

Thanks to @kabirkhan for contributing the initial Prodigy recipes!