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Update README.md [ci skip]
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README.md
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README.md
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@ -11,16 +11,18 @@ state-of-the-art speed, convolutional **neural network models** for tagging,
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parsing and **named entity recognition** and easy **deep learning** integration.
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It's commercial open-source software, released under the MIT license.
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💫 **Version 2.1 out now!** [Check out the release notes here.](https://github.com/explosion/spaCy/releases)
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💫 **Version 2.2 out now!**
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[Check out the release notes here.](https://github.com/explosion/spaCy/releases)
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[](https://dev.azure.com/explosion-ai/public/_build?definitionId=8)
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[](https://travis-ci.org/explosion/spaCy)
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[](https://github.com/explosion/spaCy/releases)
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[](https://pypi.org/project/spacy/)
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[](https://anaconda.org/conda-forge/spacy)
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[>)](https://dev.azure.com/explosion-ai/public/_build?definitionId=8)
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[>)](https://travis-ci.org/explosion/spaCy)
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[](https://github.com/explosion/spaCy/releases)
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[](https://pypi.org/project/spacy/)
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[](https://anaconda.org/conda-forge/spacy)
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[](https://github.com/explosion/wheelwright/releases)
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[](https://pypi.org/project/spacy/)
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[](https://anaconda.org/conda-forge/spacy)
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[](https://pypi.org/project/spacy/)
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[](https://anaconda.org/conda-forge/spacy)
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[](https://github.com/explosion/spacy-models)
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[](https://github.com/ambv/black)
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[](https://twitter.com/spacy_io)
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@ -30,7 +32,7 @@ It's commercial open-source software, released under the MIT license.
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| --------------- | -------------------------------------------------------------- |
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| [spaCy 101] | New to spaCy? Here's everything you need to know! |
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| [Usage Guides] | How to use spaCy and its features. |
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| [New in v2.1] | New features, backwards incompatibilities and migration guide. |
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| [New in v2.2] | New features, backwards incompatibilities and migration guide. |
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| [API Reference] | The detailed reference for spaCy's API. |
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| [Models] | Download statistical language models for spaCy. |
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| [Universe] | Libraries, extensions, demos, books and courses. |
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@ -38,7 +40,7 @@ It's commercial open-source software, released under the MIT license.
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| [Contribute] | How to contribute to the spaCy project and code base. |
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[spacy 101]: https://spacy.io/usage/spacy-101
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[new in v2.1]: https://spacy.io/usage/v2-1
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[new in v2.2]: https://spacy.io/usage/v2-2
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[usage guides]: https://spacy.io/usage/
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[api reference]: https://spacy.io/api/
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[models]: https://spacy.io/models
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@ -111,6 +113,13 @@ of `v2.0.13`).
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pip install spacy
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```
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To install additional data tables for lemmatization in **spaCy v2.2+** you can
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run `pip install spacy[lookups]` or install
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[`spacy-lookups-data`](https://github.com/explosion/spacy-lookups-data)
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separately. The lookups package is needed to create blank models with
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lemmatization data, and to lemmatize in languages that don't yet come with
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pretrained models and aren't powered by third-party libraries.
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When using pip it is generally recommended to install packages in a virtual
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environment to avoid modifying system state:
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