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# spaCy: Industrial-strength NLP
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# spaCy: Industrial-strength NLP
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spaCy is a library for advanced Natural Language Processing in Python and
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spaCy is a library for **advanced Natural Language Processing** in Python and
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Cython. It's built on the very latest research, and was designed from day one to
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Cython. It's built on the very latest research, and was designed from day one to
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be used in real products.
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be used in real products.
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spaCy comes with
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spaCy comes with
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[pretrained pipelines](https://spacy.io/models) and embeddings, and
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[pretrained pipelines](https://spacy.io/models), and
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currently supports tokenization and training for **60+ languages**. It features
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currently supports tokenization and training for **60+ languages**. It features
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state-of-the-art speed and **neural network models** for tagging,
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state-of-the-art speed and **neural network models** for tagging,
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parsing, **named entity recognition**, **text classification** and more, multi-task learning with pretrained **transformers** like BERT, as well as a production-ready [training system](https://spacy.io/usage/training) and easy model packaging, deployment and workflow management.
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parsing, **named entity recognition**, **text classification** and more, multi-task learning with pretrained **transformers** like BERT, as well as a production-ready [training system](https://spacy.io/usage/training) and easy model packaging, deployment and workflow management.
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spaCy is commercial open-source software, released under the MIT license.
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spaCy is commercial open-source software, released under the MIT license.
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💫 **Version 3.0 (nightly) out now!**
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💫 **Version 3.0 out now!**
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[Check out the release notes here.](https://github.com/explosion/spaCy/releases)
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[Check out the release notes here.](https://github.com/explosion/spaCy/releases)
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[![Azure Pipelines](https://img.shields.io/azure-devops/build/explosion-ai/public/8/master.svg?logo=azure-pipelines&style=flat-square&label=build)](https://dev.azure.com/explosion-ai/public/_build?definitionId=8)
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[![Azure Pipelines](https://img.shields.io/azure-devops/build/explosion-ai/public/8/master.svg?logo=azure-pipelines&style=flat-square&label=build)](https://dev.azure.com/explosion-ai/public/_build?definitionId=8)
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@ -22,6 +22,7 @@ spaCy is commercial open-source software, released under the MIT license.
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[![conda Version](https://img.shields.io/conda/vn/conda-forge/spacy.svg?style=flat-square&logo=conda-forge&logoColor=white)](https://anaconda.org/conda-forge/spacy)
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[![conda Version](https://img.shields.io/conda/vn/conda-forge/spacy.svg?style=flat-square&logo=conda-forge&logoColor=white)](https://anaconda.org/conda-forge/spacy)
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[![Python wheels](https://img.shields.io/badge/wheels-%E2%9C%93-4c1.svg?longCache=true&style=flat-square&logo=python&logoColor=white)](https://github.com/explosion/wheelwright/releases)
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[![Python wheels](https://img.shields.io/badge/wheels-%E2%9C%93-4c1.svg?longCache=true&style=flat-square&logo=python&logoColor=white)](https://github.com/explosion/wheelwright/releases)
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[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg?style=flat-square)](https://github.com/ambv/black)
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[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg?style=flat-square)](https://github.com/ambv/black)
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[![PyPi downloads](https://img.shields.io/pypi/dm/spacy?style=flat-square&logo=pypi&logoColor=white)](https://pypi.org/project/spacy/)
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[![PyPi downloads](https://img.shields.io/pypi/dm/spacy?style=flat-square&logo=pypi&logoColor=white)](https://pypi.org/project/spacy/)
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[![Conda downloads](https://img.shields.io/conda/dn/conda-forge/spacy?style=flat-square&logo=conda-forge&logoColor=white)](https://anaconda.org/conda-forge/spacy)
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[![Conda downloads](https://img.shields.io/conda/dn/conda-forge/spacy?style=flat-square&logo=conda-forge&logoColor=white)](https://anaconda.org/conda-forge/spacy)
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[![Model downloads](https://img.shields.io/github/downloads/explosion/spacy-models/total?style=flat-square&label=model+downloads)](https://github.com/explosion/spacy-models/releases)
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[![Model downloads](https://img.shields.io/github/downloads/explosion/spacy-models/total?style=flat-square&label=model+downloads)](https://github.com/explosion/spacy-models/releases)
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