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60 lines
2.6 KiB
Plaintext
60 lines
2.6 KiB
Plaintext
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//- 💫 DOCS > USAGE > ADDING LANGUAGES
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include ../_includes/_mixins
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+aside("Working on spaCy's source")
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| To add a new language to spaCy, you'll need to
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| #[strong modify the library's code]. The easiest way to do this is to
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| clone the #[+src(gh("spaCy")) repository] and #[strong build spaCy from source].
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| For more information on this, see the #[+a("/usage") installation guide].
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| Unlike spaCy's core, which is mostly written in Cython, all language
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| data is stored in regular Python files. This means that you won't have to
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| rebuild anything in between – you can simply make edits and reload spaCy
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| to test them.
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+grid.o-no-block
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+grid-col("half")
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p
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| Obviously, there are lots of ways you can organise your code when
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| you implement your own language data. This guide will focus on
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| how it's done within spaCy. For full language support, you'll
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| need to create a #[code Language] subclass, define custom
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| #[strong language data], like a stop list and tokenizer
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| exceptions and test the new tokenizer. Once the language is set
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| up, you can #[strong build the vocabulary], including word
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| frequencies, Brown clusters and word vectors. Finally, you can
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| #[strong train the tagger and parser], and save the model to a
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| directory.
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p
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| For some languages, you may also want to develop a solution for
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| lemmatization and morphological analysis.
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+table-of-contents
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+item #[+a("#101") Language data 101]
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+item #[+a("#language-subclass") The Language subclass]
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+item #[+a("#stop-words") Stop words]
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+item #[+a("#tokenizer-exceptions") Tokenizer exceptions]
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+item #[+a("#norm-exceptions") Norm exceptions]
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+item #[+a("#lex-attrs") Lexical attributes]
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+item #[+a("#syntax-iterators") Syntax iterators]
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+item #[+a("#lemmatizer") Lemmatizer]
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+item #[+a("#tag-map") Tag map]
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+item #[+a("#morph-rules") Morph rules]
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+item #[+a("#testing") Testing the language]
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+item #[+a("#vocabulary") Building the vocabulary]
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+item #[+a("#training") Training]
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+section("language-data")
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+h(2, "language-data") Language data
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include _spacy-101/_language-data
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include _adding-languages/_language-data
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+section("testing")
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+h(2, "testing") Testing the new language
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include _adding-languages/_testing
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+section("training")
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+h(2, "training") Training a language model
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include _adding-languages/_training
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