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Update 101 and add community/FAQ and table of contents
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@ -43,7 +43,8 @@
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"spacy-101": {
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"title": "spaCy 101",
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"next": "lightning-tour"
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"next": "lightning-tour",
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"quickstart": true
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},
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"lightning-tour": {
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@ -2,9 +2,34 @@
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include ../../_includes/_mixins
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+h(2, "whats-spacy") What's spaCy?
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+grid
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+grid-col("half")
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+grid-col("half")
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+infobox
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+label.o-block-small Table of contents
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+list("numbers").u-text-small.o-no-block
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+item #[+a("#features") Features]
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+item #[+a("#annotations") Linguistic annotations]
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+item #[+a("#annotations-token") Tokenization]
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+item #[+a("#annotations-pos-deps") POS tags and dependencies]
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+item #[+a("#annotations-ner") Named entities]
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+item #[+a("#vectors-similarity") Word vectos and similarity]
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+item #[+a("#pipelines") Pipelines]
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+item #[+a("#vocab") Vocab, hashes and lexemes]
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+item #[+a("#serialization") Serialization]
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+item #[+a("#training") Training]
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+item #[+a("#architecture") Architecture]
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+item #[+a("#community") Community & FAQ]
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+h(2, "features") Features
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+under-construction
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p
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| Across the documentations, you'll come across mentions of spaCy's
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| features and capabilities. Some of them refer to linguistic concepts,
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| while others are related to more general machine learning functionality.
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+aside
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| If one of spaCy's functionalities #[strong needs a model], it means that
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@ -219,10 +244,12 @@ include _spacy-101/_training
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+row
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+cell #[code Morphology]
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+cell
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| Assign linguistic features like lemmas, noun case, verb tense etc.
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| based on the word and its part-of-speech tag.
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+row
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+cell #[+api("stringstore") #[code StringStore]]
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+cell Map strings to and from integer IDs.
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+cell Map strings to and from hash values.
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+row
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+row
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@ -259,7 +286,7 @@ include _spacy-101/_training
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+table(["Name", "Description"])
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+row
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+cell #[+api("binder") #[code Binder]]
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+cell
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+cell Container class for serializing collections of #[code Doc] objects.
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+row
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+cell #[+api("goldparse") #[code GoldParse]]
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@ -270,3 +297,144 @@ include _spacy-101/_training
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+cell
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| An annotated corpus, using the JSON file format. Manages
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| annotations for tagging, dependency parsing and NER.
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+h(2, "community") Community & FAQ
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p
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| We're very happy to see the spaCy community grow and include a mix of
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| people from all kinds of different backgrounds – computational
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| linguistics, data science, deep learning and research. If you'd like to
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| get involved, below are some answers to the most important questions and
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| resources for further reading.
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+h(3, "faq-help-code") Help, my code isn't working!
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p
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| Bugs suck, and we're doing our best to continuously improve the tests
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| and fix bugs as soon as possible. Before you submit an issue, do a
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| quick search and check if the problem has already been reported. If
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| you're having installation or loading problems, make sure to also check
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| out the #[+a("/docs/usage#troubleshooting") troubleshooting guide]. Help
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| with spaCy is available via the following platforms:
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+aside("How do I know if something is a bug?")
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| Of course, it's always hard to know for sure, so don't worry – we're not
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| going to be mad if a bug report turns out to be a typo in your
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| code. As a simple rule, any C-level error without a Python traceback,
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| like a #[strong segmentation fault] or #[strong memory error],
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| is #[strong always] a spaCy bug.#[br]#[br]
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| Because models are statistical, their performance will never be
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| #[em perfect]. However, if you come across
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| #[strong patterns that might indicate an underlying issue], please do
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| file a report. Similarly, we also care about behaviours that
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| #[strong contradict our docs].
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+table(["Platform", "Purpose"])
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+row
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+cell #[+a("https://stackoverflow.com/questions/tagged/spacy") StackOverflow]
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+cell
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| #[strong Usage questions] and everything related to problems with
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| your specific code. The StackOverflow community is much larger
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| than ours, so if your problem can be solved by others, you'll
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| receive help much quicker.
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+row
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+cell #[+a("https://gitter.im/" + SOCIAL.gitter) Gitter chat]
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+cell
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| #[strong General discussion] about spaCy, meeting other community
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| members and exchanging #[strong tips, tricks and best practices].
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| If we're working on experimental models and features, we usually
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| share them on Gitter first.
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+row
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+cell #[+a(gh("spaCy") + "/issues") GitHub issue tracker]
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+cell
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| #[strong Bug reports] and #[strong improvement suggestions], i.e.
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| everything that's likely spaCy's fault. This also includes
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| problems with the models beyond statistical imprecisions, like
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| patterns that point to a bug.
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+infobox
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| Please understand that we won't be able to provide individual support via
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| email. We also believe that help is much more valuable if it's shared
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| publicly, so that #[strong more people can benefit from it]. If you come
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| across an issue and you think you might be able to help, consider posting
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| a quick update with your solution. No matter how simple, it can easily
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| save someone a lot of time and headache – and the next time you need help,
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| they might repay the favour.
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+h(3, "faq-contributing") How can I contribute to spaCy?
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p
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| You don't have to be an NLP expert or Python pro to contribute, and we're
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| happy to help you get started. If you're new to spaCy, a good place to
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| start is the
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| #[+a(gh("spaCy") + '/issues?q=is%3Aissue+is%3Aopen+label%3A"help+wanted+%28easy%29"') #[code help wanted (easy)] label]
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| on GitHub, which we use to tag bugs and feature requests that are easy
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| and self-contained. We also appreciate contributions to the docs – whether
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| it's fixing a typo, improving an example or adding additional explanations.
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p
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| Another way of getting involved is to help us improve the
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| #[+a("/docs/usage/adding-languages#language-data") language data] –
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| especially if you happen to speak one of the languages currently in
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| #[+a("/docs/api/language-models#alpha-support") alpha support]. Even
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| adding simple tokenizer exceptions, stop words or lemmatizer data
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| can make a big difference. It will also make it easier for us to provide
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| a statistical model for the language in the future. Submitting a test
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| that documents a bug or performance issue, or covers functionality that's
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| especially important for your application is also very helpful. This way,
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| you'll also make sure we never accidentally introduce regressions to the
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| parts of the library that you care about the most.
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p
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strong
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| For more details on the types of contributions we're looking for, the
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| code conventions and other useful tips, make sure to check out the
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| #[+a(gh("spaCy", "CONTRIBUTING.md")) contributing guidelines].
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+infobox("Code of Conduct")
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| spaCy adheres to the
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| #[+a("http://contributor-covenant.org/version/1/4/") Contributor Covenant Code of Conduct].
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| By participating, you are expected to uphold this code.
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+h(3, "faq-project-with-spacy")
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| I've built something cool with spaCy – how can I get the word out?
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p
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| First, congrats – we'd love to check it out! When you share your
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| project on Twitter, don't forget to tag
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| #[+a("https://twitter.com/" + SOCIAL.twitter) @#{SOCIAL.twitter}] so we
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| don't miss it. If you think your project would be a good fit for the
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| #[+a("/docs/usage/showcase") showcase], #[strong feel free to submit it!]
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| Tutorials are also incredibly valuable to other users and a great way to
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| get exposure. So we strongly encourage #[strong writing up your experiences],
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| or sharing your code and some tips and tricks on your blog. Since our
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| website is open-source, you can add your project or tutorial by making a
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| pull request on GitHub.
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+aside("Contributing to spacy.io")
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| All showcase and tutorial links are stored in a
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| #[+a(gh("spaCy", "website/docs/usage/_data.json")) JSON file], so you
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| won't even have to edit any markup. For more info on how to submit
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| your project, see the
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| #[+a(gh("spaCy", "CONTRIBUTING.md#submitting-a-project-to-the-showcase")) contributing guidelines]
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| and our #[+a(gh("spaCy", "website")) website docs].
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p
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| If you would like to use the spaCy logo on your site, please get in touch
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| and ask us first. However, if you want to show support and tell others
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| that your project is using spaCy, you can grab one of our
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| #[strong spaCy badges] here:
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- SPACY_BADGES = ["built%20with-spaCy-09a3d5.svg", "made%20with%20❤%20and-spaCy-09a3d5.svg", "spaCy-v2-09a3d5.svg"]
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+quickstart([{id: "badge", input_style: "check", options: SPACY_BADGES.map(function(badge, i) { return {id: i, title: "<img class='o-icon' src='https://img.shields.io/badge/" + badge + "' height='20'/>", checked: (i == 0) ? true : false}}) }], false, false, true)
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.c-code-block(data-qs-results)
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for badge, i in SPACY_BADGES
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- var url = "https://img.shields.io/badge/" + badge
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+code(false, "text", "star").o-no-block(data-qs-badge=i)=url
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+code(false, "text", "code").o-no-block(data-qs-badge=i).
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<a href="#{SITE_URL}"><img src="#{url}" height="20"></a>
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+code(false, "text", "markdown").o-no-block(data-qs-badge=i).
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[![spaCy](#{url})](#{SITE_URL})
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