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Add minor update in README
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@ -16,7 +16,7 @@ MIT license.
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.. image:: https://img.shields.io/travis/explosion/spaCy/master.svg?style=flat-square
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.. image:: https://img.shields.io/travis/explosion/spaCy/master.svg?style=flat-square
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:target: https://travis-ci.org/explosion/spaCy
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:target: https://travis-ci.org/explosion/spaCy
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:alt: Travis Build Status
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:alt: Travis Build Status
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.. image:: https://img.shields.io/appveyor/ci/explosion/spacy/master.svg?style=flat-square
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.. image:: https://img.shields.io/appveyor/ci/explosion/spacy/master.svg?style=flat-square
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:target: https://ci.appveyor.com/project/explosion/spacy
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:target: https://ci.appveyor.com/project/explosion/spacy
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:alt: Appveyor Build Status
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:alt: Appveyor Build Status
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@ -100,7 +100,7 @@ Top Performance
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* Fastest in the world: <50ms per document. No faster system has ever been
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* Fastest in the world: <50ms per document. No faster system has ever been
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announced.
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announced.
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* Accuracy within 1% of the current state of the art on all tasks performed
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* Accuracy within 1% of the current state-of-the-art on all tasks performed
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(parsing, named entity recognition, part-of-speech tagging). The only more
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(parsing, named entity recognition, part-of-speech tagging). The only more
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accurate systems are an order of magnitude slower or more.
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accurate systems are an order of magnitude slower or more.
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@ -254,7 +254,7 @@ details.
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pip install -r requirements.txt
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pip install -r requirements.txt
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pip install -e .
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pip install -e .
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Compared to regular install via pip `requirements.txt <requirements.txt>`_
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Compared to a regular install via pip, `requirements.txt <requirements.txt>`_
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additionally installs developer dependencies such as Cython.
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additionally installs developer dependencies such as Cython.
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Instead of the above verbose commands, you can also use the following
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Instead of the above verbose commands, you can also use the following
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