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Universal Conceptual Cognitive Annotation (UCCA)
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Update spacy to 2.3.0
#95
Closed
pyup-bot
closed
4 years ago
pyup-bot
commented
4 years ago
This PR updates
spacy
from
2.2.4
to
2.3.0
.
Changelog
### 2.3.0 ``` > ⚠️ This version of spaCy requires downloading **new models**. You can use the [`spacy validate`](https://spacy.io/api/clivalidate) command to find out which models need updating, and print update instructions. If you've been training **your own models**, you'll need to **retrain them** with the new version. ✨ New features and improvements * **NEW:** Pretrained model families for Chinese, Danish, Japanese, Polish and Romanian, as well as larger models with vectors for Dutch, German, French, Italian, Greek, Lithuanian, Portuguese and Spanish. **29 new models** and **46 model packages** in total! * **NEW:** 2-4× faster loading times for models with vectors and 2× smaller packages. * **NEW:** Alpha support for Armenian, Gujarati and Malayalam. * **NEW:** Lookup lemmatization for Polish. * **NEW:** Allow `Matcher` to match on both `Doc` and `Span` objects. * **NEW:** Add `Token.is_sent_end` property. * Improve language data for Danish, Dutch, French, German, Italian, Lithuanian, Norwegian, Romanian and Spanish to better match UD corpora. * Update language data for Danish, Kannada, Korean, Persian, Swedish and Urdu. * Add support for `pkuseg` alongside `jieba` for Chinese. * Switch from `fugashi` to `sudachipy` for Japanese. * Improve punctuation used in sentencizer. * Switch to new and more consistent alignment method in `gold.align`. * Reduce stored lexemes data and move non-derivable features to [`spacy-lookups-data`](https://github.com/explosion/spacy-lookups-data). 🔴 Bug fixes * Fix issue 5056: Introduce support for matching `Span` objects. * Fix issue 5086: Remove `Vectors.from_glove`. * Fix issue 5131: Improve data processing in named entity linking scripts. * Fix issue 5137: Fix passing of component configuration to component. * Fix issue 5144: Fix sentence comparison in test util. * Fix issue 5166: Fix handling of `exclusive_classes` in textcat ensemble. * Fix issue 5170: Set rank for new vector in `Vocab.set_vector`. * Fix issue 5181: Prevent `None` values in gold fields. * Fix issue 5191: Fix `GoldParse` initialization when the number of tokens has changed. * Fix issue 5193: Correctly pin `cupy-cuda` extra dependencies. * Fix issue 5200: Fix minor bugs in train CLI. * Fix issue 5216: Modify `Vectors.resize` to work with `cupy`. * Fix issue 5228: Raise error for inplace resize with new vector dimension. * Fix issue 5230: Fix `unittest` warnings when saving a model. * Fix issue 5257: Use inline flags in `token_match` patterns. * Fix issue 5278, 5359: Add missing `__init__.py` files to language data tests. * Fix issue 5281: Fix comparison predicate handling for `!=`. * Fix issue 5287: Normalize `TokenC.sent_start` values for `Matcher`. * Fix issue 5292: Fix typo in option name `--n-save_every`. * Fix issue 5303: Use `max(uint64)` for OOV lexeme rank. * Fix issue 5311: Fix alignment of cards on landing page. * Fix issue 5320: Fix `most_similar` for vectors with unused rows. * Fix issue 5344: Prevent pip from installing spaCy on Python 3.4. * Fix issue 5356: Fix bug in `Span.similarity` that could trigger `TypeError`. * Fix issue 5361: Fix problems with lower and whitespace in variants. * Fix issue 5373: Improve exceptions for `'d` (would/had) in English. * Fix issue 5387: Fix logic in train CLI timing eval on CPU/GPU. * Fix issue 5393, 5458: Fix check for overlapping spans in noun chunks. * Fix issue 5429: Modify array type to accommodate `OOV_RANK`. * Fix issue 5430: Check that row is within bounds when adding vector. * Fix issue 5435: Use `Token.sent_start` for `Span.sent`. * Fix issue 5436: Fix `ErrorsWithCodes().__class__` return value. * Fix issue 5450: Disallow merging 0-length spans. 📖 Documentation and examples * Fix various typos and inconsistencies. * Add new projects to the [spaCy Universe](https://spacy.io/universe). * Move `bin/wiki_entity_linking` scripts for Wikipedia to [`projects` repo](https://github.com/explosion/projects/tree/master/nel-wikipedia). > 🔥 **ICYMI:** We recently updated the [**free and interactive spaCy course**](https://course.spacy.io) to include translations for [German](https://course.spacy.io/de) (with German NLP examples), [Spanish](https://course.spacy.io/es) (with Spanish NLP examples) and [Japanese](https://course.spacy.io/ja), as well as videos for English and German. Translations for Chinese (with Chinese NLP examples), French (with French NLP examples) and Russian coming soon! 📦 Model packages (43) | Model | Language | Version | Vectors | | ------------------- | ---------- | ------: | ----: | [`zh_core_web_sm`] | Chinese | 2.3.0 | 𐄂 | | [`zh_core_web_md`] | Chinese | 2.3.0 | ✓ | | [`zh_core_web_lg`] | Chinese | 2.3.0 | ✓ | | [`da_core_news_sm`] | Danish | 2.3.0 | 𐄂 | | [`da_core_news_md`] | Danish | 2.3.0 | ✓ | | [`da_core_news_lg`] | Danish | 2.3.0 | ✓ | | [`nl_core_news_sm`] | Dutch | 2.3.0 | 𐄂 | | [`nl_core_news_md`] | Dutch | 2.3.0 | ✓ | | [`nl_core_news_lg`] | Dutch | 2.3.0 | ✓ | | [`en_core_web_sm`] | English | 2.3.0 | 𐄂 | | [`en_core_web_md`] | English | 2.3.0 | ✓ | | [`en_core_web_lg`] | English | 2.3.0 | ✓ | | [`fr_core_news_sm`] | French | 2.3.0 | 𐄂 | | [`fr_core_news_md`] | French | 2.3.0 | ✓ | | [`fr_core_news_lg`] | French | 2.3.0 | ✓ | | [`de_core_news_sm`] | German | 2.3.0 | 𐄂 | | [`de_core_news_md`] | German | 2.3.0 | ✓ | | [`de_core_news_lg`] | German | 2.3.0 | ✓ | | [`el_core_news_sm`] | Greek | 2.3.0 | 𐄂 | | [`el_core_news_md`] | Greek | 2.3.0 | ✓ | | [`el_core_news_lg`] | Greek | 2.3.0 | ✓ | | [`it_core_news_sm`] | Italian | 2.3.0 | 𐄂 | | [`it_core_news_md`] | Italian | 2.3.0 | ✓ | | [`it_core_news_lg`] | Italian | 2.3.0 | ✓ | | [`ja_core_news_sm`] | Italian | 2.3.0 | 𐄂 | | [`ja_core_news_md`] | Italian | 2.3.0 | ✓ | | [`ja_core_news_lg`] | Italian | 2.3.0 | ✓ | | [`lt_core_news_sm`] | Lithuanian | 2.3.0 | 𐄂 | | [`lt_core_news_md`] | Lithuanian | 2.3.0 | ✓ | | [`lt_core_news_lg`] | Lithuanian | 2.3.0 | ✓ | | [`nb_core_news_sm`] | Norwegian Bokmål | 2.3.0 | 𐄂 | | [`nb_core_news_md`] | Norwegian Bokmål | 2.3.0 | ✓ | | [`nb_core_news_lg`] | Norwegian Bokmål | 2.3.0 | ✓ | | [`pl_core_news_sm`] | Polish | 2.3.0 | 𐄂 | | [`pl_core_news_md`] | Polish | 2.3.0 | ✓ | | [`pl_core_news_lg`] | Polish | 2.3.0 | ✓ | | [`pt_core_news_sm`] | Portuguese | 2.3.0 | 𐄂 | | [`pt_core_news_md`] | Portuguese | 2.3.0 | ✓ | | [`pt_core_news_lg`] | Portuguese | 2.3.0 | ✓ | | [`ro_core_news_sm`] | Romanian | 2.3.0 | 𐄂 | | [`ro_core_news_md`] | Romanian | 2.3.0 | ✓ | | [`ro_core_news_lg`] | Romanian | 2.3.0 | ✓ | | [`es_core_news_sm`] | Spanish | 2.3.0 | 𐄂 | | [`es_core_news_md`] | Spanish | 2.3.0 | ✓ | | [`es_core_news_lg`] | Spanish | 2.3.0 | ✓ | | [`xx_ent_wiki_sm`] | Multi-language | 2.3.0 | 𐄂 | [`en_core_web_sm`]: https://github.com/explosion/spacy-models/releases/tag/en_core_web_sm-2.3.0 [`en_core_web_md`]: https://github.com/explosion/spacy-models/releases/tag/en_core_web_md-2.3.0 [`en_core_web_lg`]: https://github.com/explosion/spacy-models/releases/tag/en_core_web_lg-2.3.0 [`de_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/de_core_news_sm-2.3.0 [`de_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/de_core_news_md-2.3.0 [`de_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/de_core_news_lg-2.3.0 [`es_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/es_core_news_sm-2.3.0 [`es_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/es_core_news_md-2.3.0 [`es_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/es_core_news_lg-2.3.0 [`pt_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/pt_core_news_sm-2.3.0 [`pt_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/pt_core_news_md-2.3.0 [`pt_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/pt_core_news_lg-2.3.0 [`fr_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/fr_core_news_sm-2.3.0 [`fr_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/fr_core_news_md-2.3.0 [`fr_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/fr_core_news_lg-2.3.0 [`it_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/it_core_news_sm-2.3.0 [`it_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/it_core_news_md-2.3.0 [`it_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/it_core_news_lg-2.3.0 [`nl_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/nl_core_news_sm-2.3.0 [`nl_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/nl_core_news_md-2.3.0 [`nl_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/nl_core_news_lg-2.3.0 [`el_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/el_core_news_sm-2.3.0 [`el_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/el_core_news_md-2.3.0 [`el_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/el_core_news_lg-2.3.0 [`nb_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/nb_core_news_sm-2.3.0 [`nb_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/nb_core_news_md-2.3.0 [`nb_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/nb_core_news_lg-2.3.0 [`lt_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/lt_core_news_sm-2.3.0 [`lt_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/lt_core_news_md-2.3.0 [`lt_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/lt_core_news_lg-2.3.0 [`xx_ent_wiki_sm`]: https://github.com/explosion/spacy-models/releases/tag/xx_ent_wiki_sm-2.3.0 [`zh_core_web_sm`]: https://github.com/explosion/spacy-models/releases/tag/zh_core_web_sm-2.3.0 [`zh_core_web_md`]: https://github.com/explosion/spacy-models/releases/tag/zh_core_web_md-2.3.0 [`zh_core_web_lg`]: https://github.com/explosion/spacy-models/releases/tag/zh_core_web_lg-2.3.0 [`da_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/da_core_news_sm-2.3.0 [`da_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/da_core_news_md-2.3.0 [`da_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/da_core_news_lg-2.3.0 [`pl_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/pl_core_news_sm-2.3.0 [`pl_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/pl_core_news_md-2.3.0 [`pl_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/pl_core_news_lg-2.3.0 [`ro_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/ro_core_news_sm-2.3.0 [`ro_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/ro_core_news_md-2.3.0 [`ro_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/ro_core_news_lg-2.3.0 [`ja_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/ja_core_news_sm-2.3.0 [`ja_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/ja_core_news_md-2.3.0 [`ja_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/ja_core_news_lg-2.3.0 👥 Contributors Thanks to mabraham, sloev, pinealan, pmbaumgartner, Baciccin, nlptechbook, guerda, Tiljander, nikhilsaldanha, tommilligan, Jacse, leicmi, YohannesDatasci, mirfan899, koaning, umarbutler, chopeen, paoloq, thomasthiebaud, sebastienharinck, elben10, laszabine, Mlawrence95, sabiqueqb, punitvara, michael-k, louisguitton, vondersam, thoppe, vishnupriyavr, ilivans and osori for the pull requests and contributions. 🙏 **Special thanks** to everyone who helped us develop and test the new models: lixiepeng, lingvisa and howl-anderson (Chinese), hvingelby (Danish), hiroshi-matsuda-rit and polm (Japanese), ryszardtuora (Polish) and avramandrei and dumitrescustefan (Romanian). ```
Links
- PyPI: https://pypi.org/project/spacy - Changelog: https://pyup.io/changelogs/spacy/ - Homepage: https://spacy.io
This PR updates spacy from 2.2.4 to 2.3.0.
Changelog
### 2.3.0 ``` > ⚠️ This version of spaCy requires downloading **new models**. You can use the [`spacy validate`](https://spacy.io/api/clivalidate) command to find out which models need updating, and print update instructions. If you've been training **your own models**, you'll need to **retrain them** with the new version. ✨ New features and improvements * **NEW:** Pretrained model families for Chinese, Danish, Japanese, Polish and Romanian, as well as larger models with vectors for Dutch, German, French, Italian, Greek, Lithuanian, Portuguese and Spanish. **29 new models** and **46 model packages** in total! * **NEW:** 2-4× faster loading times for models with vectors and 2× smaller packages. * **NEW:** Alpha support for Armenian, Gujarati and Malayalam. * **NEW:** Lookup lemmatization for Polish. * **NEW:** Allow `Matcher` to match on both `Doc` and `Span` objects. * **NEW:** Add `Token.is_sent_end` property. * Improve language data for Danish, Dutch, French, German, Italian, Lithuanian, Norwegian, Romanian and Spanish to better match UD corpora. * Update language data for Danish, Kannada, Korean, Persian, Swedish and Urdu. * Add support for `pkuseg` alongside `jieba` for Chinese. * Switch from `fugashi` to `sudachipy` for Japanese. * Improve punctuation used in sentencizer. * Switch to new and more consistent alignment method in `gold.align`. * Reduce stored lexemes data and move non-derivable features to [`spacy-lookups-data`](https://github.com/explosion/spacy-lookups-data). 🔴 Bug fixes * Fix issue 5056: Introduce support for matching `Span` objects. * Fix issue 5086: Remove `Vectors.from_glove`. * Fix issue 5131: Improve data processing in named entity linking scripts. * Fix issue 5137: Fix passing of component configuration to component. * Fix issue 5144: Fix sentence comparison in test util. * Fix issue 5166: Fix handling of `exclusive_classes` in textcat ensemble. * Fix issue 5170: Set rank for new vector in `Vocab.set_vector`. * Fix issue 5181: Prevent `None` values in gold fields. * Fix issue 5191: Fix `GoldParse` initialization when the number of tokens has changed. * Fix issue 5193: Correctly pin `cupy-cuda` extra dependencies. * Fix issue 5200: Fix minor bugs in train CLI. * Fix issue 5216: Modify `Vectors.resize` to work with `cupy`. * Fix issue 5228: Raise error for inplace resize with new vector dimension. * Fix issue 5230: Fix `unittest` warnings when saving a model. * Fix issue 5257: Use inline flags in `token_match` patterns. * Fix issue 5278, 5359: Add missing `__init__.py` files to language data tests. * Fix issue 5281: Fix comparison predicate handling for `!=`. * Fix issue 5287: Normalize `TokenC.sent_start` values for `Matcher`. * Fix issue 5292: Fix typo in option name `--n-save_every`. * Fix issue 5303: Use `max(uint64)` for OOV lexeme rank. * Fix issue 5311: Fix alignment of cards on landing page. * Fix issue 5320: Fix `most_similar` for vectors with unused rows. * Fix issue 5344: Prevent pip from installing spaCy on Python 3.4. * Fix issue 5356: Fix bug in `Span.similarity` that could trigger `TypeError`. * Fix issue 5361: Fix problems with lower and whitespace in variants. * Fix issue 5373: Improve exceptions for `'d` (would/had) in English. * Fix issue 5387: Fix logic in train CLI timing eval on CPU/GPU. * Fix issue 5393, 5458: Fix check for overlapping spans in noun chunks. * Fix issue 5429: Modify array type to accommodate `OOV_RANK`. * Fix issue 5430: Check that row is within bounds when adding vector. * Fix issue 5435: Use `Token.sent_start` for `Span.sent`. * Fix issue 5436: Fix `ErrorsWithCodes().__class__` return value. * Fix issue 5450: Disallow merging 0-length spans. 📖 Documentation and examples * Fix various typos and inconsistencies. * Add new projects to the [spaCy Universe](https://spacy.io/universe). * Move `bin/wiki_entity_linking` scripts for Wikipedia to [`projects` repo](https://github.com/explosion/projects/tree/master/nel-wikipedia). > 🔥 **ICYMI:** We recently updated the [**free and interactive spaCy course**](https://course.spacy.io) to include translations for [German](https://course.spacy.io/de) (with German NLP examples), [Spanish](https://course.spacy.io/es) (with Spanish NLP examples) and [Japanese](https://course.spacy.io/ja), as well as videos for English and German. Translations for Chinese (with Chinese NLP examples), French (with French NLP examples) and Russian coming soon! 📦 Model packages (43) | Model | Language | Version | Vectors | | ------------------- | ---------- | ------: | ----: | [`zh_core_web_sm`] | Chinese | 2.3.0 | 𐄂 | | [`zh_core_web_md`] | Chinese | 2.3.0 | ✓ | | [`zh_core_web_lg`] | Chinese | 2.3.0 | ✓ | | [`da_core_news_sm`] | Danish | 2.3.0 | 𐄂 | | [`da_core_news_md`] | Danish | 2.3.0 | ✓ | | [`da_core_news_lg`] | Danish | 2.3.0 | ✓ | | [`nl_core_news_sm`] | Dutch | 2.3.0 | 𐄂 | | [`nl_core_news_md`] | Dutch | 2.3.0 | ✓ | | [`nl_core_news_lg`] | Dutch | 2.3.0 | ✓ | | [`en_core_web_sm`] | English | 2.3.0 | 𐄂 | | [`en_core_web_md`] | English | 2.3.0 | ✓ | | [`en_core_web_lg`] | English | 2.3.0 | ✓ | | [`fr_core_news_sm`] | French | 2.3.0 | 𐄂 | | [`fr_core_news_md`] | French | 2.3.0 | ✓ | | [`fr_core_news_lg`] | French | 2.3.0 | ✓ | | [`de_core_news_sm`] | German | 2.3.0 | 𐄂 | | [`de_core_news_md`] | German | 2.3.0 | ✓ | | [`de_core_news_lg`] | German | 2.3.0 | ✓ | | [`el_core_news_sm`] | Greek | 2.3.0 | 𐄂 | | [`el_core_news_md`] | Greek | 2.3.0 | ✓ | | [`el_core_news_lg`] | Greek | 2.3.0 | ✓ | | [`it_core_news_sm`] | Italian | 2.3.0 | 𐄂 | | [`it_core_news_md`] | Italian | 2.3.0 | ✓ | | [`it_core_news_lg`] | Italian | 2.3.0 | ✓ | | [`ja_core_news_sm`] | Italian | 2.3.0 | 𐄂 | | [`ja_core_news_md`] | Italian | 2.3.0 | ✓ | | [`ja_core_news_lg`] | Italian | 2.3.0 | ✓ | | [`lt_core_news_sm`] | Lithuanian | 2.3.0 | 𐄂 | | [`lt_core_news_md`] | Lithuanian | 2.3.0 | ✓ | | [`lt_core_news_lg`] | Lithuanian | 2.3.0 | ✓ | | [`nb_core_news_sm`] | Norwegian Bokmål | 2.3.0 | 𐄂 | | [`nb_core_news_md`] | Norwegian Bokmål | 2.3.0 | ✓ | | [`nb_core_news_lg`] | Norwegian Bokmål | 2.3.0 | ✓ | | [`pl_core_news_sm`] | Polish | 2.3.0 | 𐄂 | | [`pl_core_news_md`] | Polish | 2.3.0 | ✓ | | [`pl_core_news_lg`] | Polish | 2.3.0 | ✓ | | [`pt_core_news_sm`] | Portuguese | 2.3.0 | 𐄂 | | [`pt_core_news_md`] | Portuguese | 2.3.0 | ✓ | | [`pt_core_news_lg`] | Portuguese | 2.3.0 | ✓ | | [`ro_core_news_sm`] | Romanian | 2.3.0 | 𐄂 | | [`ro_core_news_md`] | Romanian | 2.3.0 | ✓ | | [`ro_core_news_lg`] | Romanian | 2.3.0 | ✓ | | [`es_core_news_sm`] | Spanish | 2.3.0 | 𐄂 | | [`es_core_news_md`] | Spanish | 2.3.0 | ✓ | | [`es_core_news_lg`] | Spanish | 2.3.0 | ✓ | | [`xx_ent_wiki_sm`] | Multi-language | 2.3.0 | 𐄂 | [`en_core_web_sm`]: https://github.com/explosion/spacy-models/releases/tag/en_core_web_sm-2.3.0 [`en_core_web_md`]: https://github.com/explosion/spacy-models/releases/tag/en_core_web_md-2.3.0 [`en_core_web_lg`]: https://github.com/explosion/spacy-models/releases/tag/en_core_web_lg-2.3.0 [`de_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/de_core_news_sm-2.3.0 [`de_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/de_core_news_md-2.3.0 [`de_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/de_core_news_lg-2.3.0 [`es_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/es_core_news_sm-2.3.0 [`es_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/es_core_news_md-2.3.0 [`es_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/es_core_news_lg-2.3.0 [`pt_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/pt_core_news_sm-2.3.0 [`pt_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/pt_core_news_md-2.3.0 [`pt_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/pt_core_news_lg-2.3.0 [`fr_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/fr_core_news_sm-2.3.0 [`fr_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/fr_core_news_md-2.3.0 [`fr_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/fr_core_news_lg-2.3.0 [`it_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/it_core_news_sm-2.3.0 [`it_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/it_core_news_md-2.3.0 [`it_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/it_core_news_lg-2.3.0 [`nl_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/nl_core_news_sm-2.3.0 [`nl_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/nl_core_news_md-2.3.0 [`nl_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/nl_core_news_lg-2.3.0 [`el_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/el_core_news_sm-2.3.0 [`el_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/el_core_news_md-2.3.0 [`el_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/el_core_news_lg-2.3.0 [`nb_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/nb_core_news_sm-2.3.0 [`nb_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/nb_core_news_md-2.3.0 [`nb_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/nb_core_news_lg-2.3.0 [`lt_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/lt_core_news_sm-2.3.0 [`lt_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/lt_core_news_md-2.3.0 [`lt_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/lt_core_news_lg-2.3.0 [`xx_ent_wiki_sm`]: https://github.com/explosion/spacy-models/releases/tag/xx_ent_wiki_sm-2.3.0 [`zh_core_web_sm`]: https://github.com/explosion/spacy-models/releases/tag/zh_core_web_sm-2.3.0 [`zh_core_web_md`]: https://github.com/explosion/spacy-models/releases/tag/zh_core_web_md-2.3.0 [`zh_core_web_lg`]: https://github.com/explosion/spacy-models/releases/tag/zh_core_web_lg-2.3.0 [`da_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/da_core_news_sm-2.3.0 [`da_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/da_core_news_md-2.3.0 [`da_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/da_core_news_lg-2.3.0 [`pl_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/pl_core_news_sm-2.3.0 [`pl_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/pl_core_news_md-2.3.0 [`pl_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/pl_core_news_lg-2.3.0 [`ro_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/ro_core_news_sm-2.3.0 [`ro_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/ro_core_news_md-2.3.0 [`ro_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/ro_core_news_lg-2.3.0 [`ja_core_news_sm`]: https://github.com/explosion/spacy-models/releases/tag/ja_core_news_sm-2.3.0 [`ja_core_news_md`]: https://github.com/explosion/spacy-models/releases/tag/ja_core_news_md-2.3.0 [`ja_core_news_lg`]: https://github.com/explosion/spacy-models/releases/tag/ja_core_news_lg-2.3.0 👥 Contributors Thanks to mabraham, sloev, pinealan, pmbaumgartner, Baciccin, nlptechbook, guerda, Tiljander, nikhilsaldanha, tommilligan, Jacse, leicmi, YohannesDatasci, mirfan899, koaning, umarbutler, chopeen, paoloq, thomasthiebaud, sebastienharinck, elben10, laszabine, Mlawrence95, sabiqueqb, punitvara, michael-k, louisguitton, vondersam, thoppe, vishnupriyavr, ilivans and osori for the pull requests and contributions. 🙏 **Special thanks** to everyone who helped us develop and test the new models: lixiepeng, lingvisa and howl-anderson (Chinese), hvingelby (Danish), hiroshi-matsuda-rit and polm (Japanese), ryszardtuora (Polish) and avramandrei and dumitrescustefan (Romanian). ```Links
- PyPI: https://pypi.org/project/spacy - Changelog: https://pyup.io/changelogs/spacy/ - Homepage: https://spacy.io