explosion/spaCy v3.2.2

v3.2.2: Improved NER and parser speeds, bug fixes and more

on GitHub

✨ New features and improvements

• Improved parser and ner speeds on long documents (see technical details in #10019).
• Support for spancat components in debug data.
• Support for ENT_IOB as a Matcher token pattern key.
• Extended and improved types for many classes.

🔴 Bug fixes

• Fix issue #9735: Make floret murmurhash endian-neutral.
• Fix issue #9738: Support string IOB values for ENT_IOB.
• Fix issue #9746: Updates to avoid "dictionary size changed during iteration" runtime errors.
• Fix issue #9960: Warn about entities that cross sentence boundaries in debug data.
• Fix issue #9979: Fix type for Lexeme.rank.
• Fix issue #10026: Check for 0-size assets in spacy project.
• Fix issue #10051: Consistently return scalars from similarity methods.
• Fix issue #10052: Fix spaces in Doc.from_docs() for empty docs.
• Fix issue #10079: Fix label detection in debug data for components with custom names.
• Fix issue #10109: Add types to Underscore and DependencyMatcher and improve types in Language, Matcher and PhraseMatcher.
• Fix issue #10130: Fix Tokenizer.explain when infixes appear as prefixes.
• Fix issue #10143: Use simple suggester in spancat initialization.
• Fix issue #10164: Support IS_SENT_END in Doc.has_annotation.
• Fix issue #10192: Detect invalid package names in spacy package.
• Fix issue #10223: Support mixed case in package names.
• Fix issue #10234: Fix type in PhraseMatcher.

📖 Documentation and examples

• Various documentation updates.
• New spaCy version tags in spaCy universe.
• New Dockerfile for repeatable website builds and easier local development.
• New additions to spaCy universe:
  • Augmenty: a text augmentation library
  • Healthsea: an end-to-end spaCy pipeline for exploring health supplement effects
  • spacy-wrap: wrap fine-tuned transformers in spaCy pipelines
  • spacypdfreader: easy PDF to text to spaCy text extraction
  • textnets: text analysis with networks

👥 Contributors

@adrianeboyd, @antonpibm, @ColleterVi, @danieldk, @DuyguA, @ezorita, @HaakonME, @honnibal, @ines, @jboynyc, @KennethEnevoldsen, @ljvmiranda921, @mrshu, @pmbaumgartner, @polm, @ramonziai, @richardpaulhudson, @ryndaniels, @svlandeg, @thiippal, @thomashacker, @yoavxyoav