explosion/spaCy: v3.1.2: Improved spancat component and various bugfixes

✨ New features and improvements

• NEW: Provide scores for the SpanCategorizer predictions.
• NEW: Broader compatibility with type checkers thanks to .pyi stub files.
• NEW: Auto-detect package dependencies in spacy package.
• New INTERSECTS operator for the Matcher.
• More debugging info for spacy project push and pull commands.
• Allow passing in a precomputed array for speeding up multiple Span.as_doc calls.
• The default da transformer is now the same as the one from the trained pipelines (Maltehb/danish-bert-botxo).

• Fix issue #8767: Fix offsets of empty and out-of-bounds spans.
• Fix issue #8774: Ensure debug data runs correctly with a custom tokenizer.
• Fix issue #8784: Fix incorrect ISSUBSET and ISSUPERSET in schema and docs.
• Fix issue #8796: Respect the no_skip value for spacy project run.
• Fix issue #8810: Make ConsoleLogger flush after each logging line.
• Fix issue #8819: Pass exclude when serializing the vocab.
• Fix issue #8830: Avoid adding sourced vectors hashes if not necessary.
• Fix issue #8970: Fix allow_overlap default for span categorizer scoring.
• Fix issue #8982: Add glossary entry for _SP.
• Fix issue #9007: Fix span categorizer training on nested entities.

• New developer documentation covering spaCy's internals and code conventions.
• Added a documentation section on preparing training data in spaCy's binary format.
• Updated some error/log messages to be more informative.
• Various updates to the documentation.
• A few new additions to the spaCy universe.

@adrianeboyd, @bbieniek, @DuyguA, @ezorita, @HLasse, @honnibal, @ines, @kabirkhan, @kevinlu1248, @ldorigo, @Ledenel, @nsorros, @polm, @svlandeg, @swfarnsworth, @themrmax, @thomashacker