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spacy 3.8.11

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  • PyPI https://pypi.org/project/spacy/
    Repository https://github.com/explosion/spaCy

  • py.typed

  • Coverage

    %%{init: {"pie": {"textPosition": 0.85}, "theme": "neutral", "themeVariables": {"pieStrokeWidth": "1px"}}}%%
pie title
    "Typed" : 3214
    "Any" : 50
    "Untyped" : 1093
    • 74.9% coverage
    • 73.8% coverage (strict)
    • 4357 typable
      • 3214 typed
      • 1093 untyped
      • 50 Any

  • Typables

    %%{init: {"pie": {"textPosition": 0.85}, "theme": "neutral", "themeVariables": {"pieStrokeWidth": "1px"}}}%%
pie title
    "functions" : 1836
    "classes" : 1790
    "other" : 238
    • 504 functions (+0 overloads)
      • 1332 parameters
    • 180 classes
      • 570 methods (+1 overloads)
        • 1063 parameters
      • 152 properties
    • 474 modules
      • 238 attrs

Modules

Module Coverage Coverage (strict) Typables Ignores
spacy 100.0% 100.0% 12 0
spacy.about 0.0% 0.0% 0 0
spacy.cli 0.0% 0.0% 3 8
spacy.cli.apply 88.9% 88.9% 18 0
spacy.cli.assemble 83.3% 83.3% 6 0
spacy.cli.benchmark_speed 76.1% 76.1% 46 0
spacy.cli.convert 94.7% 94.7% 38 0
spacy.cli.debug_config 86.7% 86.7% 15 0
spacy.cli.debug_data 85.7% 85.7% 14 0
spacy.cli.debug_diff 86.7% 86.7% 15 0
spacy.cli.debug_model 70.0% 70.0% 20 0
spacy.cli.download 92.3% 92.3% 26 0
spacy.cli.evaluate 95.3% 95.3% 43 0
spacy.cli.find_function 83.3% 83.3% 6 0
spacy.cli.find_threshold 95.2% 95.2% 21 0
spacy.cli.info 95.8% 95.8% 24 0
spacy.cli.init_config 87.2% 87.2% 39 0
spacy.cli.init_pipeline 89.3% 89.3% 28 0
spacy.cli.package 91.3% 91.3% 46 0
spacy.cli.pretrain 57.1% 57.1% 14 0
spacy.cli.profile 91.7% 91.7% 12 0
spacy.cli.train 83.3% 83.3% 12 0
spacy.cli.validate 83.3% 83.3% 6 0
spacy.compat 0.0% 0.0% 2 3
spacy.displacy 88.5% 88.5% 26 0
spacy.displacy.render 68.9% 68.9% 90 0
spacy.displacy.templates 0.0% 0.0% 0 0
spacy.errors 22.2% 22.2% 9 0
spacy.git_info 0.0% 0.0% 0 0
spacy.glossary 0.0% 0.0% 2 0
spacy.kb 0.0% 0.0% 5 0
spacy.lang.af 0.0% 0.0% 0 0
spacy.lang.af.stop_words 0.0% 0.0% 1 0
spacy.lang.am 0.0% 0.0% 0 0
spacy.lang.am.examples 0.0% 0.0% 0 0
spacy.lang.am.lex_attrs 0.0% 0.0% 2 0
spacy.lang.am.stop_words 0.0% 0.0% 1 0
spacy.lang.ar 0.0% 0.0% 0 0
spacy.lang.ar.examples 0.0% 0.0% 0 0
spacy.lang.ar.lex_attrs 0.0% 0.0% 2 0
spacy.lang.ar.stop_words 0.0% 0.0% 1 0
spacy.lang.ar.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.az 0.0% 0.0% 0 0
spacy.lang.az.examples 0.0% 0.0% 0 0
spacy.lang.az.lex_attrs 0.0% 0.0% 2 0
spacy.lang.az.stop_words 0.0% 0.0% 1 0
spacy.lang.bg 0.0% 0.0% 0 0
spacy.lang.bg.examples 0.0% 0.0% 0 0
spacy.lang.bg.lex_attrs 0.0% 0.0% 2 0
spacy.lang.bg.stop_words 0.0% 0.0% 1 0
spacy.lang.bn 0.0% 0.0% 0 0
spacy.lang.bn.examples 0.0% 0.0% 0 0
spacy.lang.bn.stop_words 0.0% 0.0% 1 0
spacy.lang.bn.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.bo 0.0% 0.0% 0 0
spacy.lang.bo.examples 0.0% 0.0% 0 0
spacy.lang.bo.lex_attrs 0.0% 0.0% 2 0
spacy.lang.bo.stop_words 0.0% 0.0% 1 0
spacy.lang.ca 0.0% 0.0% 0 0
spacy.lang.ca.examples 0.0% 0.0% 0 0
spacy.lang.ca.lemmatizer 100.0% 100.0% 4 0
spacy.lang.ca.lex_attrs 0.0% 0.0% 2 0
spacy.lang.ca.punctuation 0.0% 0.0% 2 0
spacy.lang.ca.stop_words 0.0% 0.0% 1 0
spacy.lang.ca.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.ca.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.char_classes 0.0% 0.0% 17 0
spacy.lang.cs 0.0% 0.0% 0 0
spacy.lang.cs.examples 0.0% 0.0% 0 0
spacy.lang.cs.lex_attrs 0.0% 0.0% 2 0
spacy.lang.cs.stop_words 0.0% 0.0% 1 0
spacy.lang.da 0.0% 0.0% 0 0
spacy.lang.da.examples 0.0% 0.0% 0 0
spacy.lang.da.lex_attrs 0.0% 0.0% 2 0
spacy.lang.da.stop_words 0.0% 0.0% 1 0
spacy.lang.da.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.da.tokenizer_exceptions 0.0% 0.0% 2 0
spacy.lang.de 0.0% 0.0% 0 0
spacy.lang.de.examples 0.0% 0.0% 0 0
spacy.lang.de.stop_words 0.0% 0.0% 1 0
spacy.lang.de.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.de.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.dsb 0.0% 0.0% 0 0
spacy.lang.dsb.examples 0.0% 0.0% 0 0
spacy.lang.dsb.lex_attrs 0.0% 0.0% 2 0
spacy.lang.dsb.stop_words 0.0% 0.0% 1 0
spacy.lang.el 0.0% 0.0% 0 0
spacy.lang.el.examples 0.0% 0.0% 0 0
spacy.lang.el.get_pos_from_wiktionary 0.0% 0.0% 1 0
spacy.lang.el.lemmatizer 100.0% 100.0% 2 0
spacy.lang.el.lex_attrs 0.0% 0.0% 2 0
spacy.lang.el.punctuation 0.0% 0.0% 3 0
spacy.lang.el.stop_words 0.0% 0.0% 1 0
spacy.lang.el.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.el.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.en 0.0% 0.0% 0 0
spacy.lang.en.examples 0.0% 0.0% 0 0
spacy.lang.en.lemmatizer 100.0% 100.0% 2 0
spacy.lang.en.lex_attrs 0.0% 0.0% 2 0
spacy.lang.en.stop_words 0.0% 0.0% 1 0
spacy.lang.en.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.en.tokenizer_exceptions 0.0% 0.0% 5 2
spacy.lang.es 0.0% 0.0% 0 0
spacy.lang.es.examples 0.0% 0.0% 0 0
spacy.lang.es.lemmatizer 100.0% 100.0% 47 0
spacy.lang.es.lex_attrs 0.0% 0.0% 2 0
spacy.lang.es.stop_words 0.0% 0.0% 1 0
spacy.lang.es.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.es.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.et 0.0% 0.0% 0 0
spacy.lang.et.stop_words 0.0% 0.0% 1 0
spacy.lang.eu 0.0% 0.0% 0 0
spacy.lang.eu.examples 0.0% 0.0% 0 0
spacy.lang.eu.lex_attrs 0.0% 0.0% 2 0
spacy.lang.eu.stop_words 0.0% 0.0% 1 0
spacy.lang.fa 0.0% 0.0% 0 0
spacy.lang.fa.examples 0.0% 0.0% 0 0
spacy.lang.fa.generate_verbs_exc 0.0% 0.0% 3 0
spacy.lang.fa.lex_attrs 0.0% 0.0% 2 0
spacy.lang.fa.stop_words 0.0% 0.0% 1 0
spacy.lang.fa.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.fa.tokenizer_exceptions 0.0% 0.0% 0 0
spacy.lang.fi 0.0% 0.0% 0 0
spacy.lang.fi.examples 0.0% 0.0% 0 0
spacy.lang.fi.lex_attrs 0.0% 0.0% 2 0
spacy.lang.fi.punctuation 0.0% 0.0% 1 0
spacy.lang.fi.stop_words 0.0% 0.0% 1 0
spacy.lang.fi.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.fi.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.fo 0.0% 0.0% 0 0
spacy.lang.fo.tokenizer_exceptions 0.0% 0.0% 2 0
spacy.lang.fr 0.0% 0.0% 0 0
spacy.lang.fr.examples 0.0% 0.0% 0 0
spacy.lang.fr.lemmatizer 100.0% 100.0% 4 0
spacy.lang.fr.lex_attrs 0.0% 0.0% 2 0
spacy.lang.fr.punctuation 0.0% 0.0% 2 0
spacy.lang.fr.stop_words 0.0% 0.0% 1 0
spacy.lang.fr.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.fr.tokenizer_exceptions 0.0% 0.0% 5 1
spacy.lang.ga 0.0% 0.0% 0 0
spacy.lang.ga.lemmatizer 100.0% 100.0% 9 0
spacy.lang.ga.stop_words 0.0% 0.0% 1 0
spacy.lang.ga.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.gd 0.0% 0.0% 0 0
spacy.lang.gd.stop_words 0.0% 0.0% 1 0
spacy.lang.gd.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.grc 0.0% 0.0% 0 0
spacy.lang.grc.examples 0.0% 0.0% 0 0
spacy.lang.grc.lex_attrs 0.0% 0.0% 2 0
spacy.lang.grc.stop_words 0.0% 0.0% 1 0
spacy.lang.grc.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.gu 0.0% 0.0% 0 0
spacy.lang.gu.examples 0.0% 0.0% 0 0
spacy.lang.gu.stop_words 0.0% 0.0% 1 0
spacy.lang.he 0.0% 0.0% 0 0
spacy.lang.he.examples 0.0% 0.0% 0 0
spacy.lang.he.lex_attrs 0.0% 0.0% 2 0
spacy.lang.he.stop_words 0.0% 0.0% 1 0
spacy.lang.hi 0.0% 0.0% 0 0
spacy.lang.hi.examples 0.0% 0.0% 0 0
spacy.lang.hi.lex_attrs 0.0% 0.0% 4 0
spacy.lang.hi.stop_words 0.0% 0.0% 1 0
spacy.lang.hr 0.0% 0.0% 0 0
spacy.lang.hr.examples 0.0% 0.0% 0 0
spacy.lang.hr.stop_words 0.0% 0.0% 1 0
spacy.lang.hsb 0.0% 0.0% 0 0
spacy.lang.hsb.examples 0.0% 0.0% 0 0
spacy.lang.hsb.lex_attrs 0.0% 0.0% 2 0
spacy.lang.hsb.stop_words 0.0% 0.0% 1 0
spacy.lang.hsb.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.ht 0.0% 0.0% 0 0
spacy.lang.ht.examples 0.0% 0.0% 0 0
spacy.lang.ht.lemmatizer 100.0% 100.0% 6 0
spacy.lang.ht.lex_attrs 0.0% 0.0% 4 0
spacy.lang.ht.punctuation 0.0% 0.0% 4 0
spacy.lang.ht.stop_words 0.0% 0.0% 1 0
spacy.lang.ht.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.ht.tag_map 0.0% 0.0% 0 0
spacy.lang.ht.tokenizer_exceptions 0.0% 0.0% 5 0
spacy.lang.hu 0.0% 0.0% 0 0
spacy.lang.hu.examples 0.0% 0.0% 0 0
spacy.lang.hu.stop_words 0.0% 0.0% 1 0
spacy.lang.hu.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.hy 0.0% 0.0% 0 0
spacy.lang.hy.examples 0.0% 0.0% 0 0
spacy.lang.hy.lex_attrs 0.0% 0.0% 2 0
spacy.lang.hy.stop_words 0.0% 0.0% 1 0
spacy.lang.id 0.0% 0.0% 0 0
spacy.lang.id.examples 0.0% 0.0% 0 0
spacy.lang.id.lex_attrs 0.0% 0.0% 4 0
spacy.lang.id.punctuation 0.0% 0.0% 4 0
spacy.lang.id.stop_words 0.0% 0.0% 1 0
spacy.lang.id.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.id.tokenizer_exceptions 0.0% 0.0% 5 0
spacy.lang.is 0.0% 0.0% 0 0
spacy.lang.is.stop_words 0.0% 0.0% 1 0
spacy.lang.it 0.0% 0.0% 0 0
spacy.lang.it.examples 0.0% 0.0% 0 0
spacy.lang.it.lemmatizer 100.0% 100.0% 24 0
spacy.lang.it.punctuation 0.0% 0.0% 0 0
spacy.lang.it.stop_words 0.0% 0.0% 1 0
spacy.lang.it.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.it.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.ja 0.0% 0.0% 0 0
spacy.lang.ja.examples 0.0% 0.0% 0 0
spacy.lang.ja.stop_words 0.0% 0.0% 1 0
spacy.lang.ja.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.ja.tag_bigram_map 0.0% 0.0% 0 0
spacy.lang.ja.tag_map 0.0% 0.0% 0 0
spacy.lang.ja.tag_orth_map 0.0% 0.0% 0 0
spacy.lang.kmr 0.0% 0.0% 0 0
spacy.lang.kmr.examples 0.0% 0.0% 0 0
spacy.lang.kmr.lex_attrs 0.0% 0.0% 4 0
spacy.lang.kmr.stop_words 0.0% 0.0% 1 0
spacy.lang.kn 0.0% 0.0% 0 0
spacy.lang.kn.examples 0.0% 0.0% 0 0
spacy.lang.kn.stop_words 0.0% 0.0% 1 0
spacy.lang.ko 0.0% 0.0% 0 0
spacy.lang.ko.examples 0.0% 0.0% 0 0
spacy.lang.ko.lex_attrs 0.0% 0.0% 2 0
spacy.lang.ko.stop_words 0.0% 0.0% 1 0
spacy.lang.ko.tag_map 0.0% 0.0% 0 0
spacy.lang.ky 0.0% 0.0% 0 0
spacy.lang.ky.examples 0.0% 0.0% 0 0
spacy.lang.ky.lex_attrs 0.0% 0.0% 2 0
spacy.lang.ky.stop_words 0.0% 0.0% 1 0
spacy.lang.ky.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.la 0.0% 0.0% 0 0
spacy.lang.la.examples 0.0% 0.0% 0 0
spacy.lang.la.lex_attrs 0.0% 0.0% 3 0
spacy.lang.la.stop_words 0.0% 0.0% 1 0
spacy.lang.la.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.la.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.lb 0.0% 0.0% 0 0
spacy.lang.lb.examples 0.0% 0.0% 0 0
spacy.lang.lb.lex_attrs 0.0% 0.0% 2 0
spacy.lang.lb.punctuation 0.0% 0.0% 1 0
spacy.lang.lb.stop_words 0.0% 0.0% 1 0
spacy.lang.lb.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.lex_attrs 100.0% 100.0% 46 0
spacy.lang.lg 0.0% 0.0% 0 0
spacy.lang.lg.examples 0.0% 0.0% 0 0
spacy.lang.lg.lex_attrs 0.0% 0.0% 2 0
spacy.lang.lg.stop_words 0.0% 0.0% 1 0
spacy.lang.lij 0.0% 0.0% 0 0
spacy.lang.lij.examples 0.0% 0.0% 0 0
spacy.lang.lij.punctuation 0.0% 0.0% 1 0
spacy.lang.lij.stop_words 0.0% 0.0% 1 0
spacy.lang.lij.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.lt 0.0% 0.0% 0 0
spacy.lang.lt.examples 0.0% 0.0% 0 0
spacy.lang.lt.lex_attrs 0.0% 0.0% 2 0
spacy.lang.lt.stop_words 0.0% 0.0% 0 0
spacy.lang.lt.tokenizer_exceptions 0.0% 0.0% 2 0
spacy.lang.lv 0.0% 0.0% 0 0
spacy.lang.lv.stop_words 0.0% 0.0% 1 0
spacy.lang.mk 0.0% 0.0% 0 0
spacy.lang.mk.lemmatizer 100.0% 100.0% 2 0
spacy.lang.mk.lex_attrs 0.0% 0.0% 2 0
spacy.lang.mk.stop_words 0.0% 0.0% 1 0
spacy.lang.ml 0.0% 0.0% 0 0
spacy.lang.ml.examples 0.0% 0.0% 0 0
spacy.lang.ml.lex_attrs 0.0% 0.0% 2 0
spacy.lang.ml.stop_words 0.0% 0.0% 1 0
spacy.lang.mr 0.0% 0.0% 0 0
spacy.lang.mr.stop_words 0.0% 0.0% 1 0
spacy.lang.ms 0.0% 0.0% 0 0
spacy.lang.ms.examples 0.0% 0.0% 0 0
spacy.lang.ms.lex_attrs 0.0% 0.0% 4 0
spacy.lang.ms.punctuation 0.0% 0.0% 4 0
spacy.lang.ms.stop_words 0.0% 0.0% 1 0
spacy.lang.ms.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.ms.tokenizer_exceptions 0.0% 0.0% 5 0
spacy.lang.nb 0.0% 0.0% 0 0
spacy.lang.nb.examples 0.0% 0.0% 0 0
spacy.lang.nb.stop_words 0.0% 0.0% 1 0
spacy.lang.nb.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.nb.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.ne 0.0% 0.0% 0 0
spacy.lang.ne.examples 0.0% 0.0% 0 0
spacy.lang.ne.lex_attrs 0.0% 0.0% 4 0
spacy.lang.ne.stop_words 0.0% 0.0% 1 0
spacy.lang.nl 0.0% 0.0% 0 0
spacy.lang.nl.examples 0.0% 0.0% 0 0
spacy.lang.nl.lemmatizer 100.0% 100.0% 6 0
spacy.lang.nl.lex_attrs 0.0% 0.0% 2 0
spacy.lang.nl.stop_words 0.0% 0.0% 1 0
spacy.lang.nl.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.nl.tokenizer_exceptions 0.0% 0.0% 3 0
spacy.lang.nn 0.0% 0.0% 0 0
spacy.lang.nn.examples 0.0% 0.0% 0 0
spacy.lang.nn.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.norm_exceptions 0.0% 0.0% 0 0
spacy.lang.pl 0.0% 0.0% 0 0
spacy.lang.pl.examples 0.0% 0.0% 0 0
spacy.lang.pl.lemmatizer 100.0% 100.0% 16 0
spacy.lang.pl.lex_attrs 0.0% 0.0% 2 0
spacy.lang.pl.stop_words 0.0% 0.0% 1 0
spacy.lang.pt 0.0% 0.0% 0 0
spacy.lang.pt.examples 0.0% 0.0% 0 0
spacy.lang.pt.lex_attrs 0.0% 0.0% 2 0
spacy.lang.pt.stop_words 0.0% 0.0% 1 0
spacy.lang.pt.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.pt.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.punctuation 0.0% 0.0% 4 0
spacy.lang.ro 0.0% 0.0% 0 0
spacy.lang.ro.examples 0.0% 0.0% 0 0
spacy.lang.ro.lex_attrs 0.0% 0.0% 2 0
spacy.lang.ro.stop_words 0.0% 0.0% 1 0
spacy.lang.ro.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.ru 0.0% 0.0% 0 0
spacy.lang.ru.examples 0.0% 0.0% 0 0
spacy.lang.ru.lemmatizer 100.0% 100.0% 21 0
spacy.lang.ru.lex_attrs 0.0% 0.0% 2 0
spacy.lang.ru.stop_words 0.0% 0.0% 1 0
spacy.lang.ru.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.sa 0.0% 0.0% 0 0
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spacy.lang.sa.stop_words 0.0% 0.0% 1 0
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spacy.lang.sk.stop_words 0.0% 0.0% 1 0
spacy.lang.sl 0.0% 0.0% 0 0
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spacy.lang.sl.punctuation 0.0% 0.0% 2 0
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spacy.lang.sq 0.0% 0.0% 0 0
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spacy.lang.sr 0.0% 0.0% 0 0
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spacy.lang.sr.lex_attrs 0.0% 0.0% 2 0
spacy.lang.sr.stop_words 0.0% 0.0% 1 0
spacy.lang.sr.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.sv 0.0% 0.0% 0 0
spacy.lang.sv.examples 0.0% 0.0% 0 0
spacy.lang.sv.lex_attrs 0.0% 0.0% 2 0
spacy.lang.sv.stop_words 0.0% 0.0% 1 0
spacy.lang.sv.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.sv.tokenizer_exceptions 0.0% 0.0% 3 0
spacy.lang.ta 0.0% 0.0% 0 0
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spacy.lang.ta.lex_attrs 0.0% 0.0% 4 0
spacy.lang.ta.stop_words 0.0% 0.0% 1 0
spacy.lang.te 0.0% 0.0% 0 0
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spacy.lang.te.lex_attrs 0.0% 0.0% 2 0
spacy.lang.te.stop_words 0.0% 0.0% 1 0
spacy.lang.th 0.0% 0.0% 0 0
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spacy.lang.th.stop_words 0.0% 0.0% 1 0
spacy.lang.ti 0.0% 0.0% 0 0
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spacy.lang.tl 0.0% 0.0% 0 0
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spacy.lang.tl.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.tn 0.0% 0.0% 0 0
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spacy.lang.tokenizer_exceptions 0.0% 0.0% 2 0
spacy.lang.tr 0.0% 0.0% 0 0
spacy.lang.tr.examples 0.0% 0.0% 0 0
spacy.lang.tr.lex_attrs 0.0% 0.0% 2 0
spacy.lang.tr.stop_words 0.0% 0.0% 1 0
spacy.lang.tr.syntax_iterators 100.0% 100.0% 2 0
spacy.lang.tt 0.0% 0.0% 0 0
spacy.lang.tt.examples 0.0% 0.0% 0 0
spacy.lang.tt.lex_attrs 0.0% 0.0% 2 0
spacy.lang.tt.stop_words 0.0% 0.0% 1 0
spacy.lang.tt.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.uk 0.0% 0.0% 0 0
spacy.lang.uk.examples 0.0% 0.0% 0 0
spacy.lang.uk.lemmatizer 100.0% 100.0% 7 0
spacy.lang.uk.lex_attrs 0.0% 0.0% 2 0
spacy.lang.uk.stop_words 0.0% 0.0% 1 0
spacy.lang.uk.tokenizer_exceptions 0.0% 0.0% 1 0
spacy.lang.ur 0.0% 0.0% 0 0
spacy.lang.ur.examples 0.0% 0.0% 0 0
spacy.lang.ur.lex_attrs 0.0% 0.0% 2 0
spacy.lang.ur.stop_words 0.0% 0.0% 1 0
spacy.lang.vi 0.0% 0.0% 0 0
spacy.lang.vi.examples 0.0% 0.0% 0 0
spacy.lang.vi.lex_attrs 0.0% 0.0% 2 0
spacy.lang.vi.stop_words 0.0% 0.0% 1 0
spacy.lang.xx 0.0% 0.0% 0 0
spacy.lang.xx.examples 0.0% 0.0% 0 0
spacy.lang.yo 0.0% 0.0% 0 0
spacy.lang.yo.examples 0.0% 0.0% 0 0
spacy.lang.yo.lex_attrs 0.0% 0.0% 4 0
spacy.lang.yo.stop_words 0.0% 0.0% 1 0
spacy.lang.zh 0.0% 0.0% 0 0
spacy.lang.zh.examples 0.0% 0.0% 0 0
spacy.lang.zh.lex_attrs 0.0% 0.0% 2 0
spacy.lang.zh.stop_words 0.0% 0.0% 1 0
spacy.language 88.6% 88.6% 229 0
spacy.lexeme 100.0% 98.2% 57 0
spacy.lookups 86.9% 78.7% 61 1
spacy.matcher 0.0% 0.0% 1 0
spacy.matcher.dependencymatcher 100.0% 100.0% 33 0
spacy.matcher.matcher 100.0% 88.9% 27 0
spacy.matcher.phrasematcher 100.0% 92.9% 14 0
spacy.ml.callbacks 52.6% 52.6% 19 0
spacy.ml.extract_ngrams 71.4% 71.4% 7 0
spacy.ml.extract_spans 55.6% 55.6% 9 0
spacy.ml.featureextractor 83.3% 83.3% 6 0
spacy.ml.models.entity_linker 87.5% 87.5% 16 0
spacy.ml.models.multi_task 73.7% 73.7% 38 0
spacy.ml.models.parser 72.7% 72.7% 11 0
spacy.ml.models.span_finder 100.0% 100.0% 5 0
spacy.ml.models.spancat 77.8% 77.8% 9 0
spacy.ml.models.tagger 75.0% 75.0% 4 0
spacy.ml.models.textcat 83.7% 83.7% 43 0
spacy.ml.models.tok2vec 95.1% 95.1% 41 0
spacy.ml.staticvectors 100.0% 100.0% 15 0
spacy.ml.tb_framework 0.0% 0.0% 15 0
spacy.pipe_analysis 100.0% 100.0% 11 0
spacy.pipeline 0.0% 0.0% 7 0
spacy.pipeline.attributeruler 80.4% 80.4% 56 0
spacy.pipeline.edit_tree_lemmatizer 36.9% 36.9% 65 0
spacy.pipeline.entity_linker 53.8% 53.8% 80 0
spacy.pipeline.entityruler 69.2% 66.2% 65 0
spacy.pipeline.factories 90.8% 90.8% 196 0
spacy.pipeline.functions 40.0% 40.0% 45 0
spacy.pipeline.legacy.entity_linker 55.4% 55.4% 65 0
spacy.pipeline.lemmatizer 72.3% 72.3% 47 0
spacy.pipeline.pipe 100.0% 85.7% 21 0
spacy.pipeline.span_finder 68.4% 68.4% 38 0
spacy.pipeline.span_ruler 72.0% 72.0% 75 0
spacy.pipeline.spancat 81.7% 81.7% 82 0
spacy.pipeline.textcat 72.9% 72.9% 48 0
spacy.pipeline.textcat_multilabel 52.2% 52.2% 23 0
spacy.pipeline.tok2vec 64.8% 64.8% 54 0
spacy.registrations 100.0% 100.0% 1 0
spacy.schemas 96.2% 96.2% 185 2
spacy.scorer 67.7% 67.7% 93 0
spacy.strings 100.0% 88.9% 27 0
spacy.tokens._serialize 89.3% 89.3% 28 0
spacy.tokens.doc 100.0% 99.2% 125 1
spacy.tokens.morphanalysis 100.0% 90.9% 22 2
spacy.tokens.span 100.0% 93.0% 86 1
spacy.tokens.span_group 100.0% 100.0% 23 0
spacy.tokens.token 100.0% 95.3% 127 1
spacy.tokens.underscore 82.4% 67.6% 34 0
spacy.training 0.0% 0.0% 2 0
spacy.training.alignment 100.0% 100.0% 6 0
spacy.training.augment 94.1% 94.1% 51 0
spacy.training.batchers 88.9% 88.9% 27 0
spacy.training.callbacks 100.0% 100.0% 3 0
spacy.training.converters.conll_ner_to_docs 0.0% 0.0% 20 0
spacy.training.converters.conllu_to_docs 0.0% 0.0% 32 0
spacy.training.converters.iob_to_docs 0.0% 0.0% 10 0
spacy.training.converters.json_to_docs 0.0% 0.0% 4 0
spacy.training.corpus 78.3% 78.3% 69 0
spacy.training.example 80.9% 80.9% 47 0
spacy.training.initialize 90.6% 90.6% 32 0
spacy.training.iob_utils 95.7% 95.7% 23 0
spacy.training.loggers 83.3% 83.3% 12 0
spacy.training.loop 82.1% 82.1% 39 0
spacy.training.pretrain 40.0% 40.0% 35 0
spacy.ty 0.0% 0.0% 0 0
spacy.util 70.9% 69.7% 327 0
spacy.vocab 100.0% 88.4% 69 0

Incomplete Annotations

spacy.cli (3 missing, 0 any)

Symbol Typable Typed Any
func link 3 0 0

spacy.cli.apply (2 missing, 0 any)

Symbol Typable Typed Any
func apply_cli 10 9 0
func apply 7 6 0

spacy.cli.assemble (1 missing, 0 any)

Symbol Typable Typed Any
func assemble_cli 6 5 0

spacy.cli.benchmark_speed (11 missing, 0 any)

Symbol Typable Typed Any
meth time_context.enter 1 0 0
meth time_context.exit 4 0 0
func bootstrap 4 1 0
func print_outliers 2 1 0
func benchmark_speed_cli 10 9 0
func print_mean_with_ci 2 1 0

spacy.cli.convert (2 missing, 0 any)

Symbol Typable Typed Any
func verify_cli_args 7 6 0
func convert_cli 13 12 0

spacy.cli.debug_config (2 missing, 0 any)

Symbol Typable Typed Any
func debug_config 5 4 0
func debug_config_cli 6 5 0

spacy.cli.debug_data (2 missing, 0 any)

Symbol Typable Typed Any
func debug_data 7 6 0
func debug_data_cli 7 6 0

spacy.cli.debug_diff (2 missing, 0 any)

Symbol Typable Typed Any
func debug_diff 7 6 0
func debug_diff_cli 8 7 0

spacy.cli.debug_model (6 missing, 0 any)

Symbol Typable Typed Any
func debug_model_cli 14 13 0
func debug_model 6 1 0

spacy.cli.download (2 missing, 0 any)

Symbol Typable Typed Any
func download 6 5 0
func download_cli 6 5 0

spacy.cli.evaluate (2 missing, 0 any)

Symbol Typable Typed Any
func evaluate_cli 11 10 0
func render_parses 8 7 0

spacy.cli.find_function (1 missing, 0 any)

Symbol Typable Typed Any
func find_function_cli 3 2 0

spacy.cli.find_threshold (1 missing, 0 any)

Symbol Typable Typed Any
func find_threshold_cli 11 10 0

spacy.cli.info (1 missing, 0 any)

Symbol Typable Typed Any
func info_cli 6 5 0

spacy.cli.init_config (5 missing, 0 any)

Symbol Typable Typed Any
func init_fill_config_cli 6 5 0
attr RECOMMENDATIONS 1 0 0
attr ROOT 1 0 0
attr InitValues.pipeline 1 0 0
func init_config_cli 8 7 0

spacy.cli.init_pipeline (3 missing, 0 any)

Symbol Typable Typed Any
func init_pipeline_cli 7 6 0
func init_vectors_cli 11 10 0
func init_labels_cli 7 6 0

spacy.cli.package (4 missing, 0 any)

Symbol Typable Typed Any
func package_cli 11 10 0
attr TEMPLATE_SETUP 1 0 0
attr TEMPLATE_MANIFEST 1 0 0
attr TEMPLATE_INIT 1 0 0

spacy.cli.pretrain (6 missing, 0 any)

Symbol Typable Typed Any
func pretrain_cli 9 8 0
func verify_cli_args 5 0 0

spacy.cli.profile (1 missing, 0 any)

Symbol Typable Typed Any
func profile_cli 5 4 0

spacy.cli.train (2 missing, 0 any)

Symbol Typable Typed Any
func train 5 4 0
func train_cli 7 6 0

spacy.cli.validate (1 missing, 0 any)

Symbol Typable Typed Any
func validate_cli 1 0 0

spacy.compat (2 missing, 0 any)

Symbol Typable Typed Any
attr is_windows 1 0 0
attr is_linux 1 0 0

spacy.displacy (3 missing, 0 any)

Symbol Typable Typed Any
func app 3 0 0

spacy.displacy.render (28 missing, 0 any)

Symbol Typable Typed Any
attr SpanRenderer.default_color 1 0 0
attr SpanRenderer.colors 1 0 0
attr SpanRenderer.direction 1 0 0
attr SpanRenderer.lang 1 0 0
attr SpanRenderer.top_offset 1 0 0
attr SpanRenderer.span_label_offset 1 0 0
attr SpanRenderer.offset_step 1 0 0
attr SpanRenderer.span_template 1 0 0
attr SpanRenderer.span_slice_template 1 0 0
attr SpanRenderer.span_start_template 1 0 0
attr DependencyRenderer.compact 1 0 0
attr DependencyRenderer.word_spacing 1 0 0
attr DependencyRenderer.arrow_spacing 1 0 0
attr DependencyRenderer.arrow_width 1 0 0
attr DependencyRenderer.arrow_stroke 1 0 0
attr DependencyRenderer.distance 1 0 0
attr DependencyRenderer.offset_x 1 0 0
attr DependencyRenderer.color 1 0 0
attr DependencyRenderer.bg 1 0 0
attr DependencyRenderer.font 1 0 0
attr DependencyRenderer.direction 1 0 0
attr DependencyRenderer.lang 1 0 0
attr EntityRenderer.default_color 1 0 0
attr EntityRenderer.colors 1 0 0
attr EntityRenderer.ents 1 0 0
attr EntityRenderer.direction 1 0 0
attr EntityRenderer.lang 1 0 0
attr EntityRenderer.ent_template 1 0 0

spacy.errors (7 missing, 0 any)

Symbol Typable Typed Any
func filter_warning 3 2 0
meth MatchPatternError.init 3 0 0
meth ErrorsWithCodes.getattribute 2 0 0
func setup_default_warnings 1 0 0

spacy.glossary (2 missing, 0 any)

Symbol Typable Typed Any
func explain 2 0 0

spacy.kb (5 missing, 0 any)

Symbol Typable Typed Any
attr InMemoryLookupKB 1 0 0
attr get_candidates 1 0 0
attr Candidate 1 0 0
attr get_candidates_batch 1 0 0
attr KnowledgeBase 1 0 0

spacy.lang.af.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.am.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.am.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.ar.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.ar.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.ar.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.az.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.az.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.bg.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.bg.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.bn.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.bn.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.bo.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.bo.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.ca.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.ca.punctuation (2 missing, 0 any)

Symbol Typable Typed Any
attr ELISION 1 0 0
attr UNITS 1 0 0

spacy.lang.ca.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.ca.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.char_classes (17 missing, 0 any)

Symbol Typable Typed Any
attr LIST_UNITS 1 0 0
attr ALPHA_UPPER 1 0 0
attr CURRENCY 1 0 0
attr LIST_HYPHENS 1 0 0
attr LIST_QUOTES 1 0 0
attr ALPHA_LOWER 1 0 0
attr CONCAT_QUOTES 1 0 0
attr UNITS 1 0 0
attr group_chars 1 0 0
attr LIST_CURRENCY 1 0 0
attr merge_chars 1 0 0
attr ALPHA 1 0 0
attr PUNCT 1 0 0
attr split_chars 1 0 0
attr HYPHENS 1 0 0
attr LIST_PUNCT 1 0 0
attr LIST_ICONS 1 0 0

spacy.lang.cs.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.cs.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.da.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.da.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.da.tokenizer_exceptions (2 missing, 0 any)

Symbol Typable Typed Any
attr capitalized 1 0 0
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.de.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.de.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.dsb.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.dsb.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.el.get_pos_from_wiktionary (1 missing, 0 any)

Symbol Typable Typed Any
func get_pos_from_wiktionary 1 0 0

spacy.lang.el.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.el.punctuation (3 missing, 0 any)

Symbol Typable Typed Any
func merge_chars 2 0 0
attr UNITS 1 0 0

spacy.lang.el.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.el.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.en.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.en.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.en.tokenizer_exceptions (5 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0
attr verb_data_tc 1 0 0
attr exc_data_tc 1 0 0
attr data_apos 1 0 0
attr exc_data_apos 1 0 0

spacy.lang.es.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.es.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.es.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.et.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.eu.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.eu.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.fa.generate_verbs_exc (3 missing, 0 any)

Symbol Typable Typed Any
attr past 1 0 0
attr present 1 0 0
attr verb_roots 1 0 0

spacy.lang.fa.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.fa.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.fi.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.fi.punctuation (1 missing, 0 any)

Symbol Typable Typed Any
attr DASHES 1 0 0

spacy.lang.fi.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.fi.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.fo.tokenizer_exceptions (2 missing, 0 any)

Symbol Typable Typed Any
attr capitalized 1 0 0
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.fr.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.fr.punctuation (2 missing, 0 any)

Symbol Typable Typed Any
attr ELISION 1 0 0
attr HYPHENS 1 0 0

spacy.lang.fr.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.fr.tokenizer_exceptions (5 missing, 0 any)

Symbol Typable Typed Any
func lower_first_letter 2 0 0
attr TOKENIZER_EXCEPTIONS 1 0 0
func upper_first_letter 2 0 0

spacy.lang.ga.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.ga.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.gd.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.gd.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.grc.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.grc.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.grc.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.gu.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.he.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.he.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.hi.lex_attrs (4 missing, 0 any)

Symbol Typable Typed Any
func norm 2 0 0
func like_num 2 0 0

spacy.lang.hi.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.hr.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.hsb.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.hsb.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.hsb.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.ht.lex_attrs (4 missing, 0 any)

Symbol Typable Typed Any
func norm_custom 2 0 0
func like_num 2 0 0

spacy.lang.ht.punctuation (4 missing, 0 any)

Symbol Typable Typed Any
attr ELISION 1 0 0
attr TOKENIZER_PREFIXES 1 0 0
attr TOKENIZER_INFIXES 1 0 0
attr TOKENIZER_SUFFIXES 1 0 0

spacy.lang.ht.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.ht.tokenizer_exceptions (5 missing, 0 any)

Symbol Typable Typed Any
func make_variants 5 0 0

spacy.lang.hu.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.hu.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.hy.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.hy.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.id.lex_attrs (4 missing, 0 any)

Symbol Typable Typed Any
func is_currency 2 0 0
func like_num 2 0 0

spacy.lang.id.punctuation (4 missing, 0 any)

Symbol Typable Typed Any
attr UNITS 1 0 0
attr LIST_CURRENCY 1 0 0
attr MONTHS 1 0 0
attr CURRENCY 1 0 0

spacy.lang.id.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.id.tokenizer_exceptions (5 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0
attr orth_caps 1 0 0
attr orth_first_upper 1 0 0
attr orth_title 1 0 0
attr orth_lower 1 0 0

spacy.lang.is.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.it.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.it.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.ja.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.kmr.lex_attrs (4 missing, 0 any)

Symbol Typable Typed Any
func is_digit 2 0 0
func like_num 2 0 0

spacy.lang.kmr.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.kn.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.ko.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.ko.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.ky.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.ky.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.ky.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.la.lex_attrs (3 missing, 0 any)

Symbol Typable Typed Any
attr roman_numerals_compile 1 0 0
func like_num 2 0 0

spacy.lang.la.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.la.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.lb.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.lb.punctuation (1 missing, 0 any)

Symbol Typable Typed Any
attr ELISION 1 0 0

spacy.lang.lb.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.lb.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.lg.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.lg.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.lij.punctuation (1 missing, 0 any)

Symbol Typable Typed Any
attr ELISION 1 0 0

spacy.lang.lij.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.lij.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.lt.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.lt.tokenizer_exceptions (2 missing, 0 any)

Symbol Typable Typed Any
attr mod_base_exceptions 1 0 0
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.lv.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.mk.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.mk.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.ml.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.ml.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.mr.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.ms.lex_attrs (4 missing, 0 any)

Symbol Typable Typed Any
func is_currency 2 0 0
func like_num 2 0 0

spacy.lang.ms.punctuation (4 missing, 0 any)

Symbol Typable Typed Any
attr UNITS 1 0 0
attr LIST_CURRENCY 1 0 0
attr MONTHS 1 0 0
attr CURRENCY 1 0 0

spacy.lang.ms.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.ms.tokenizer_exceptions (5 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0
attr orth_caps 1 0 0
attr orth_first_upper 1 0 0
attr orth_title 1 0 0
attr orth_lower 1 0 0

spacy.lang.nb.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.nb.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.ne.lex_attrs (4 missing, 0 any)

Symbol Typable Typed Any
func norm 2 0 0
func like_num 2 0 0

spacy.lang.ne.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.nl.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.nl.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.nl.tokenizer_exceptions (3 missing, 0 any)

Symbol Typable Typed Any
attr uppered 1 0 0
attr capsed 1 0 0
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.nn.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.pl.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.pl.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.pt.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.pt.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.pt.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.punctuation (4 missing, 0 any)

Symbol Typable Typed Any
attr COMBINING_DIACRITICS_TOKENIZER_SUFFIXES 1 0 0
attr COMBINING_DIACRITICS_TOKENIZER_INFIXES 1 0 0
attr TOKENIZER_INFIXES 1 0 0
attr TOKENIZER_SUFFIXES 1 0 0

spacy.lang.ro.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.ro.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.ro.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.ru.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.ru.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.ru.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.sa.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.sa.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.si.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.si.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.sk.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.sk.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.sl.lex_attrs (4 missing, 0 any)

Symbol Typable Typed Any
func is_currency 2 0 0
func like_num 2 0 0

spacy.lang.sl.punctuation (2 missing, 0 any)

Symbol Typable Typed Any
attr INCLUDE_SPECIAL 1 0 0
attr CONCAT_QUOTES 1 0 0

spacy.lang.sl.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.sl.tokenizer_exceptions (2 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0
attr abbrv 1 0 0

spacy.lang.sq.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.sr.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.sr.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.sr.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.sv.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.sv.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.sv.tokenizer_exceptions (3 missing, 0 any)

Symbol Typable Typed Any
attr verb_data_tc 1 0 0
attr capitalized 1 0 0
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.ta.lex_attrs (4 missing, 0 any)

Symbol Typable Typed Any
func suffix_filter 2 0 0
func like_num 2 0 0

spacy.lang.ta.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.te.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.te.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.th.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.th.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.ti.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.ti.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.tl.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.tl.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.tl.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.tn.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.tn.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.tokenizer_exceptions (2 missing, 0 any)

Symbol Typable Typed Any
attr URL_PATTERN 1 0 0
attr emoticons 1 0 0

spacy.lang.tr.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.tr.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.tt.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.tt.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.tt.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.uk.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.uk.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.uk.tokenizer_exceptions (1 missing, 0 any)

Symbol Typable Typed Any
attr TOKENIZER_EXCEPTIONS 1 0 0

spacy.lang.ur.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.ur.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.vi.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.vi.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.yo.lex_attrs (4 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0
func strip_accents_text 2 0 0

spacy.lang.yo.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.lang.zh.lex_attrs (2 missing, 0 any)

Symbol Typable Typed Any
func like_num 2 0 0

spacy.lang.zh.stop_words (1 missing, 0 any)

Symbol Typable Typed Any
attr STOP_WORDS 1 0 0

spacy.language (26 missing, 0 any)

Symbol Typable Typed Any
func load_lookups_data 3 0 0
attr DEFAULT_CONFIG_PATH 1 0 0
meth Language.init 8 7 0
meth Language.init_subclass 2 0 0
meth Language.disable_pipes 2 1 0
meth Language.update 9 8 0
meth Language.set_error_handler 2 1 0
meth Language.create_optimizer 1 0 0
meth Language.use_params 2 1 0
meth Language._has_gpu_model 2 1 0
prop Language.path 1 0 0
attr Language.factories 1 0 0
attr Language.max_length 1 0 0
attr Language.tokenizer 1 0 0
attr Language.batch_size 1 0 0
attr Language.default_error_handler 1 0 0
attr DEFAULT_CONFIG 1 0 0
meth DisabledPipes.enter 1 0 0
meth DisabledPipes.exit 2 0 0
attr DisabledPipes.nlp 1 0 0
attr DisabledPipes.names 1 0 0
attr DEFAULT_CONFIG_PRETRAIN_PATH 1 0 0

spacy.lexeme (0 missing, 1 any)

Symbol Typable Typed Any
meth Lexeme.set_attrs 2 2 1

spacy.lookups (8 missing, 5 any)

Symbol Typable Typed Any
meth Table.setitem 3 3 1
meth Table.set 3 3 1
meth Table.getitem 2 2 1
meth Table.get 3 3 1
attr Table.name 1 0 0
attr Table.default_size 1 0 0
attr Table.bloom 1 0 0
attr UNSET 1 0 0
meth Lookups.get_table 3 3 1
meth Lookups.to_bytes 2 1 0
meth Lookups.from_bytes 3 2 0
meth Lookups.to_disk 4 3 0
meth Lookups.from_disk 4 3 0

spacy.matcher (1 missing, 0 any)

Symbol Typable Typed Any
attr levenshtein 1 0 0

spacy.matcher.matcher (0 missing, 3 any)

Symbol Typable Typed Any
meth Matcher.reduce 1 1 1
meth Matcher._normalize_key 2 2 2

spacy.matcher.phrasematcher (0 missing, 1 any)

Symbol Typable Typed Any
meth PhraseMatcher.reduce 1 1 1

spacy.ml.callbacks (9 missing, 0 any)

Symbol Typable Typed Any
func models_with_nvtx_range 4 2 0
func nvtx_range_wrapper_for_pipe_method 5 0 0
func pipes_with_nvtx_range 3 1 0

spacy.ml.extract_ngrams (2 missing, 0 any)

Symbol Typable Typed Any
func forward 4 2 0

spacy.ml.extract_spans (4 missing, 0 any)

Symbol Typable Typed Any
func init 4 0 0

spacy.ml.featureextractor (1 missing, 0 any)

Symbol Typable Typed Any
func forward 4 3 0

spacy.ml.models.entity_linker (2 missing, 0 any)

Symbol Typable Typed Any
func span_maker_forward 4 2 0

spacy.ml.models.multi_task (10 missing, 0 any)

Symbol Typable Typed Any
func get_characters_loss 5 0 0
func get_vectors_loss 5 0 0

spacy.ml.models.parser (3 missing, 0 any)

Symbol Typable Typed Any
func resize_output 3 0 0

spacy.ml.models.spancat (2 missing, 0 any)

Symbol Typable Typed Any
func build_linear_logistic 3 1 0

spacy.ml.models.tagger (1 missing, 0 any)

Symbol Typable Typed Any
func build_tagger_model 4 3 0

spacy.ml.models.textcat (7 missing, 0 any)

Symbol Typable Typed Any
func resize_and_set_ref 4 0 0
func init_ensemble_textcat 4 1 0

spacy.ml.models.tok2vec (2 missing, 0 any)

Symbol Typable Typed Any
func get_tok2vec_width 2 1 0
func tok2vec_listener_v1 3 2 0

spacy.ml.tb_framework (15 missing, 0 any)

Symbol Typable Typed Any
func init 4 0 0
func TransitionModel 7 0 0
func forward 4 0 0

spacy.pipeline (7 missing, 0 any)

Symbol Typable Typed Any
attr Morphologizer 1 0 0
attr DependencyParser 1 0 0
attr EntityRecognizer 1 0 0
attr Sentencizer 1 0 0
attr Tagger 1 0 0
attr SentenceRecognizer 1 0 0
attr TrainablePipe 1 0 0

spacy.pipeline.attributeruler (11 missing, 0 any)

Symbol Typable Typed Any
meth AttributeRuler.match 2 1 0
meth AttributeRuler.set_annotations 3 0 0
attr AttributeRuler.name 1 0 0
attr AttributeRuler.vocab 1 0 0
attr AttributeRuler.matcher 1 0 0
attr AttributeRuler.validate 1 0 0
attr AttributeRuler.scorer 1 0 0
func make_attribute_ruler_scorer 1 0 0
func attribute_ruler_score 3 2 0

spacy.pipeline.edit_tree_lemmatizer (41 missing, 0 any)

Symbol Typable Typed Any
meth EditTreeLemmatizer.init 9 8 0
meth EditTreeLemmatizer._scores2guesses_top_k_equals_1 3 0 0
meth EditTreeLemmatizer._scores2guesses_top_k_greater_1 3 0 0
meth EditTreeLemmatizer._scores2guesses_top_k_guardrail 3 0 0
meth EditTreeLemmatizer.set_annotations 3 1 0
meth EditTreeLemmatizer.initialize 4 3 0
meth EditTreeLemmatizer.from_bytes 3 0 0
meth EditTreeLemmatizer.to_bytes 2 0 0
meth EditTreeLemmatizer.to_disk 3 0 0
meth EditTreeLemmatizer.from_disk 3 0 0
meth EditTreeLemmatizer._add_labels 2 1 0
meth EditTreeLemmatizer._labels_from_data 2 1 0
meth EditTreeLemmatizer._pair2label 4 0 0
attr EditTreeLemmatizer.vocab 1 0 0
attr EditTreeLemmatizer.model 1 0 0
attr EditTreeLemmatizer.name 1 0 0
attr EditTreeLemmatizer.backoff 1 0 0
attr EditTreeLemmatizer.min_tree_freq 1 0 0
attr EditTreeLemmatizer.overwrite 1 0 0
attr EditTreeLemmatizer.top_k 1 0 0
attr EditTreeLemmatizer.trees 1 0 0
attr EditTreeLemmatizer.scorer 1 0 0
attr EditTreeLemmatizer.numpy_ops 1 0 0
attr DEFAULT_EDIT_TREE_LEMMATIZER_MODEL 1 0 0

spacy.pipeline.entity_linker (37 missing, 0 any)

Symbol Typable Typed Any
meth EntityLinker.set_kb 2 1 0
meth EntityLinker.initialize 4 3 0
meth EntityLinker.batch_has_learnable_example 2 0 0
meth EntityLinker.get_loss 3 2 0
meth EntityLinker.to_bytes 2 0 0
meth EntityLinker.from_bytes 3 0 0
meth EntityLinker.rehearse 5 0 0
meth EntityLinker.add_label 2 0 0
attr EntityLinker.vocab 1 0 0
attr EntityLinker.model 1 0 0
attr EntityLinker.name 1 0 0
attr EntityLinker.labels_discard 1 0 0
attr EntityLinker.n_sents 1 0 0
attr EntityLinker.incl_prior 1 0 0
attr EntityLinker.incl_context 1 0 0
attr EntityLinker.get_candidates 1 0 0
attr EntityLinker.get_candidates_batch 1 0 0
attr EntityLinker.distance 1 0 0
attr EntityLinker.kb 1 0 0
attr EntityLinker.use_gold_ents 1 0 0
attr EntityLinker.candidates_batch_size 1 0 0
attr EntityLinker.threshold 1 0 0
attr EntityLinker.scorer 1 0 0
func entity_linker_score 3 0 0
attr DEFAULT_NEL_MODEL 1 0 0
func make_entity_linker_scorer 1 0 0

spacy.pipeline.entityruler (20 missing, 2 any)

Symbol Typable Typed Any
meth EntityRuler.match 2 1 0
meth EntityRuler.set_annotations 3 0 0
meth EntityRuler.initialize 4 3 0
meth EntityRuler._create_label 3 3 2
attr EntityRuler.nlp 1 0 0
attr EntityRuler.name 1 0 0
attr EntityRuler.overwrite 1 0 0
attr EntityRuler.token_patterns 1 0 0
attr EntityRuler.phrase_patterns 1 0 0
attr EntityRuler.matcher_fuzzy_compare 1 0 0
attr EntityRuler.matcher 1 0 0
attr EntityRuler.phrase_matcher_attr 1 0 0
attr EntityRuler.phrase_matcher 1 0 0
attr EntityRuler.ent_id_sep 1 0 0
attr EntityRuler.scorer 1 0 0
func make_entity_ruler_scorer 1 0 0
func entity_ruler_score 3 0 0

spacy.pipeline.factories (18 missing, 0 any)

Symbol Typable Typed Any
func make_ner 8 7 0
func make_lemmatizer 7 6 0
func make_parser 9 8 0
func make_senter 6 5 0
func make_span_ruler 12 11 0
func make_entity_ruler 9 8 0
func make_token_splitter 5 4 0
func make_morphologizer 8 7 0
func make_nn_labeller 6 5 0
func make_beam_ner 11 10 0
func make_edit_tree_lemmatizer 9 8 0
func make_beam_parser 12 11 0
func make_tagger 8 7 0
func make_entity_linker 17 16 0
func make_attribute_ruler 5 4 0
func make_sentencizer 6 5 0
func make_doc_cleaner 5 4 0
func make_future_entity_ruler 9 8 0

spacy.pipeline.functions (27 missing, 0 any)

Symbol Typable Typed Any
func merge_entities 2 1 0
meth DocCleaner.init 3 2 0
meth DocCleaner.to_bytes 2 0 0
meth DocCleaner.from_bytes 3 0 0
meth DocCleaner.to_disk 3 0 0
meth DocCleaner.from_disk 3 0 0
meth TokenSplitter.init 3 2 0
meth TokenSplitter.to_bytes 2 0 0
meth TokenSplitter.from_bytes 3 0 0
meth TokenSplitter.to_disk 3 0 0
meth TokenSplitter.from_disk 3 0 0
attr TokenSplitter.min_length 1 0 0
attr TokenSplitter.split_length 1 0 0

spacy.pipeline.legacy.entity_linker (29 missing, 0 any)

Symbol Typable Typed Any
meth EntityLinker_v1.set_kb 2 1 0
meth EntityLinker_v1.initialize 4 3 0
meth EntityLinker_v1.get_loss 3 2 0
meth EntityLinker_v1.to_bytes 2 0 0
meth EntityLinker_v1.from_bytes 3 0 0
meth EntityLinker_v1.rehearse 5 0 0
meth EntityLinker_v1.add_label 2 0 0
attr EntityLinker_v1.vocab 1 0 0
attr EntityLinker_v1.model 1 0 0
attr EntityLinker_v1.name 1 0 0
attr EntityLinker_v1.labels_discard 1 0 0
attr EntityLinker_v1.n_sents 1 0 0
attr EntityLinker_v1.incl_prior 1 0 0
attr EntityLinker_v1.incl_context 1 0 0
attr EntityLinker_v1.get_candidates 1 0 0
attr EntityLinker_v1.distance 1 0 0
attr EntityLinker_v1.kb 1 0 0
attr EntityLinker_v1.scorer 1 0 0
func entity_linker_score 3 0 0

spacy.pipeline.lemmatizer (13 missing, 0 any)

Symbol Typable Typed Any
meth Lemmatizer.initialize 4 3 0
meth Lemmatizer.to_disk 3 2 0
prop Lemmatizer.mode 1 0 0
attr Lemmatizer.vocab 1 0 0
attr Lemmatizer.model 1 0 0
attr Lemmatizer.name 1 0 0
attr Lemmatizer.lookups 1 0 0
attr Lemmatizer.overwrite 1 0 0
attr Lemmatizer.cache 1 0 0
attr Lemmatizer.scorer 1 0 0
attr Lemmatizer.lemmatize 1 0 0
func make_lemmatizer_scorer 1 0 0
func lemmatizer_score 3 2 0

spacy.pipeline.pipe (0 missing, 3 any)

Symbol Typable Typed Any
meth Pipe.score 3 3 1
prop Pipe.label_data 1 1 1
func deserialize_config 2 2 1

spacy.pipeline.span_finder (12 missing, 0 any)

Symbol Typable Typed Any
meth SpanFinder.predict 2 1 0
meth SpanFinder.get_loss 3 1 0
meth SpanFinder._get_aligned_truth_scores 3 1 0
attr SpanFinder.vocab 1 0 0
attr SpanFinder.model 1 0 0
attr SpanFinder.name 1 0 0
attr SpanFinder.scorer 1 0 0
func make_span_finder_scorer 1 0 0
func span_finder_score 3 2 0
attr DEFAULT_SPAN_FINDER_MODEL 1 0 0

spacy.pipeline.span_ruler (21 missing, 0 any)

Symbol Typable Typed Any
meth SpanRuler.match 2 1 0
meth SpanRuler.set_annotations 3 0 0
meth SpanRuler.initialize 4 3 0
attr SpanRuler.nlp 1 0 0
attr SpanRuler.name 1 0 0
attr SpanRuler.spans_key 1 0 0
attr SpanRuler.annotate_ents 1 0 0
attr SpanRuler.phrase_matcher_attr 1 0 0
attr SpanRuler.validate 1 0 0
attr SpanRuler.overwrite 1 0 0
attr SpanRuler.spans_filter 1 0 0
attr SpanRuler.ents_filter 1 0 0
attr SpanRuler.scorer 1 0 0
attr SpanRuler.matcher_fuzzy_compare 1 0 0
func make_overlapping_labeled_spans_scorer 2 1 0
func overlapping_labeled_spans_score 4 2 0
func make_preserve_existing_ents_filter 1 0 0
func make_prioritize_new_ents_filter 1 0 0

spacy.pipeline.spancat (15 missing, 0 any)

Symbol Typable Typed Any
meth SpanCategorizer.predict 2 1 0
meth SpanCategorizer.set_annotations 3 2 0
meth SpanCategorizer._validate_categories 2 1 0
meth SpanCategorizer._get_aligned_spans 2 1 0
attr SpanCategorizer.cfg 1 0 0
attr SpanCategorizer.vocab 1 0 0
attr SpanCategorizer.suggester 1 0 0
attr SpanCategorizer.model 1 0 0
attr SpanCategorizer.name 1 0 0
attr SpanCategorizer.scorer 1 0 0
attr SpanCategorizer.add_negative_label 1 0 0
attr DEFAULT_SPANCAT_MODEL 1 0 0
func spancat_score 3 2 0
attr DEFAULT_SPANCAT_SINGLELABEL_MODEL 1 0 0
func make_spancat_scorer 1 0 0

spacy.pipeline.textcat (13 missing, 0 any)

Symbol Typable Typed Any
meth TextCategorizer.predict 2 1 0
meth TextCategorizer.set_annotations 3 2 0
meth TextCategorizer.get_loss 3 2 0
meth TextCategorizer._validate_categories 2 1 0
prop TextCategorizer.support_missing_values 1 0 0
attr TextCategorizer.vocab 1 0 0
attr TextCategorizer.model 1 0 0
attr TextCategorizer.name 1 0 0
attr TextCategorizer.cfg 1 0 0
attr TextCategorizer.scorer 1 0 0
func make_textcat_scorer 1 0 0
attr DEFAULT_SINGLE_TEXTCAT_MODEL 1 0 0
func textcat_score 3 2 0

spacy.pipeline.textcat_multilabel (11 missing, 0 any)

Symbol Typable Typed Any
meth MultiLabel_TextCategorizer.initialize 4 3 0
meth MultiLabel_TextCategorizer._validate_categories 2 1 0
prop MultiLabel_TextCategorizer.support_missing_values 1 0 0
attr MultiLabel_TextCategorizer.vocab 1 0 0
attr MultiLabel_TextCategorizer.model 1 0 0
attr MultiLabel_TextCategorizer.name 1 0 0
attr MultiLabel_TextCategorizer.cfg 1 0 0
attr MultiLabel_TextCategorizer.scorer 1 0 0
attr DEFAULT_MULTI_TEXTCAT_MODEL 1 0 0
func textcat_multilabel_score 3 2 0
func make_textcat_multilabel_scorer 1 0 0

spacy.pipeline.tok2vec (19 missing, 0 any)

Symbol Typable Typed Any
meth Tok2Vec.find_listeners 2 1 0
meth Tok2Vec.predict 2 1 0
meth Tok2Vec.set_annotations 3 2 0
meth Tok2Vec.update 5 4 0
meth Tok2Vec.get_loss 3 1 0
meth Tok2Vec.initialize 3 2 0
meth Tok2Vec.add_label 2 0 0
attr Tok2Vec.vocab 1 0 0
attr Tok2Vec.model 1 0 0
attr Tok2Vec.name 1 0 0
attr DEFAULT_TOK2VEC_MODEL 1 0 0
func forward 4 2 0
meth Tok2VecListener.receive 4 2 0
meth Tok2VecListener.verify_inputs 2 1 0
attr Tok2VecListener.upstream_name 1 0 0

spacy.schemas (7 missing, 0 any)

Symbol Typable Typed Any
meth TokenPattern.raise_for_none 2 0 0
meth TokenPatternString.raise_for_none 2 0 0
meth TokenPatternNumber.raise_for_none 2 0 0
attr TokenPatternOperatorMinMax.regex 1 0 0

spacy.scorer (30 missing, 0 any)

Symbol Typable Typed Any
meth ROCAUCScore.score_set 3 1 0
meth ROCAUCScore.is_binary 1 0 0
prop ROCAUCScore.score 1 0 0
attr ROCAUCScore.saved_score 1 0 0
attr ROCAUCScore.saved_score_at_len 1 0 0
attr MISSING_VALUES 1 0 0
func get_ner_prf 3 2 0
meth Scorer.init 5 4 0
meth Scorer.score_tokenization 3 2 0
meth Scorer.score_token_attr 6 5 0
meth Scorer.score_token_attr_per_feat 6 5 0
meth Scorer.score_spans 8 7 0
meth Scorer.score_cats 9 8 0
meth Scorer.score_links 4 3 0
meth Scorer.score_deps 9 8 0
attr Scorer.cfg 1 0 0
attr Scorer.nlp 1 0 0
func trapezoid 5 0 0
meth PRFScore.iadd 2 0 0
meth PRFScore.add 2 0 0
attr PRFScore.tp 1 0 0
attr PRFScore.fp 1 0 0
attr PRFScore.fn 1 0 0

spacy.strings (0 missing, 3 any)

Symbol Typable Typed Any
meth StringStore.reduce 1 1 1
meth StringStore.to_bytes 2 2 1
meth StringStore.from_bytes 3 3 1

spacy.tokens._serialize (3 missing, 0 any)

Symbol Typable Typed Any
attr DocBin.version 1 0 0
attr DocBin.attrs 1 0 0
attr DocBin.store_user_data 1 0 0

spacy.tokens.doc (0 missing, 1 any)

Symbol Typable Typed Any
attr Doc._context 1 1 1

spacy.tokens.morphanalysis (0 missing, 2 any)

Symbol Typable Typed Any
meth MorphAnalysis.from_id 3 3 1
meth MorphAnalysis.get 3 3 1

spacy.tokens.span (0 missing, 6 any)

Symbol Typable Typed Any
meth Span.lt 2 2 1
meth Span.le 2 2 1
meth Span.eq 2 2 1
meth Span.ne 2 2 1
meth Span.gt 2 2 1
meth Span.ge 2 2 1

spacy.tokens.token (0 missing, 6 any)

Symbol Typable Typed Any
meth Token.lt 2 2 1
meth Token.le 2 2 1
meth Token.eq 2 2 1
meth Token.ne 2 2 1
meth Token.gt 2 2 1
meth Token.ge 2 2 1

spacy.tokens.underscore (6 missing, 5 any)

Symbol Typable Typed Any
func is_writable_attr 2 0 0
meth Underscore.init 5 4 0
meth Underscore.getattr 2 2 1
meth Underscore.setattr 3 2 1
meth Underscore.set 3 2 1
meth Underscore.get 2 2 1
func get_ext_args 2 1 1

spacy.training (2 missing, 0 any)

Symbol Typable Typed Any
attr read_json_file 1 0 0
attr docs_to_json 1 0 0

spacy.training.augment (3 missing, 0 any)

Symbol Typable Typed Any
func construct_modified_raw_text 2 0 0
func make_lowercase_variant 3 2 0

spacy.training.batchers (3 missing, 0 any)

Symbol Typable Typed Any
func minibatch_by_words 6 3 0

spacy.training.converters.conll_ner_to_docs (20 missing, 0 any)

Symbol Typable Typed Any
func conll_ner_to_docs 7 0 0
func segment_sents_and_docs 6 0 0
func n_sents_info 3 0 0
func segment_docs 4 0 0

spacy.training.converters.conllu_to_docs (32 missing, 0 any)

Symbol Typable Typed Any
func merge_conllu_subtokens 3 0 0
func conllu_to_docs 8 0 0
func conllu_sentence_to_doc 8 0 0
func has_ner 3 0 0
func get_entities 4 0 0
func read_conllx 6 0 0

spacy.training.converters.iob_to_docs (10 missing, 0 any)

Symbol Typable Typed Any
func read_iob 4 0 0
func iob_to_docs 6 0 0

spacy.training.converters.json_to_docs (4 missing, 0 any)

Symbol Typable Typed Any
func json_to_docs 4 0 0

spacy.training.corpus (15 missing, 0 any)

Symbol Typable Typed Any
attr PlainTextCorpus.path 1 0 0
attr PlainTextCorpus.min_length 1 0 0
attr PlainTextCorpus.max_length 1 0 0
attr Corpus.path 1 0 0
attr Corpus.gold_preproc 1 0 0
attr Corpus.max_length 1 0 0
attr Corpus.limit 1 0 0
attr Corpus.augmenter 1 0 0
attr Corpus.shuffle 1 0 0
attr JsonlCorpus.path 1 0 0
attr JsonlCorpus.min_length 1 0 0
attr JsonlCorpus.max_length 1 0 0
attr JsonlCorpus.limit 1 0 0
func read_labels 3 2 0
func walk_corpus 3 2 0

spacy.training.example (9 missing, 0 any)

Symbol Typable Typed Any
func validate_get_examples 3 2 0
meth Example.init 4 3 0
meth Example.get_aligned 3 1 0
meth Example.get_aligned_parse 2 0 0
meth Example.get_aligned_sent_starts 1 0 0
meth Example.get_aligned_spans_x2y 3 2 0
meth Example.get_aligned_spans_y2x 3 2 0

spacy.training.initialize (3 missing, 0 any)

Symbol Typable Typed Any
func ensure_shape 2 0 0
func read_vectors 4 3 0

spacy.training.iob_utils (1 missing, 0 any)

Symbol Typable Typed Any
func doc_to_biluo_tags 3 2 0

spacy.training.loggers (2 missing, 0 any)

Symbol Typable Typed Any
func console_logger 4 3 0
func console_logger_v3 4 3 0

spacy.training.loop (7 missing, 0 any)

Symbol Typable Typed Any
func train_while_improving 13 10 0
func create_train_batches 5 4 0
func subdivide_batch 3 0 0

spacy.training.pretrain (21 missing, 0 any)

Symbol Typable Typed Any
func pretrain 8 7 0
func get_tok2vec_ref 3 0 0
meth ProgressTracker.init 2 0 0
meth ProgressTracker.update 4 0 0
attr ProgressTracker.loss 1 0 0
attr ProgressTracker.prev_loss 1 0 0
attr ProgressTracker.nr_word 1 0 0
attr ProgressTracker.words_per_epoch 1 0 0
attr ProgressTracker.frequency 1 0 0
attr ProgressTracker.last_time 1 0 0
attr ProgressTracker.last_update 1 0 0
attr ProgressTracker.epoch_loss 1 0 0
func create_pretraining_model 3 0 0

spacy.util (95 missing, 4 any)

Symbol Typable Typed Any
func set_dot_to_object 4 4 1
func minibatch 3 0 0
func get_object_name 2 2 1
func update_exc 3 2 0
func warn_if_jupyter_cupy 1 0 0
attr logger 1 0 0
func check_lexeme_norms 3 0 0
func to_ternary_int 2 1 0
func raise_error 5 0 0
func ensure_path 2 2 2
func add_lookups 3 2 0
func load_config_from_str 4 3 0
meth SimpleFrozenDict.init 4 2 0
meth SimpleFrozenDict.setitem 3 0 0
meth SimpleFrozenDict.pop 3 0 0
meth SimpleFrozenDict.update 2 0 0
attr SimpleFrozenDict.error 1 0 0
func ignore_error 5 0 0
func get_async 3 0 0
meth SimpleFrozenList.init 3 2 0
meth SimpleFrozenList.append 3 0 0
meth SimpleFrozenList.clear 3 0 0
meth SimpleFrozenList.extend 3 0 0
meth SimpleFrozenList.insert 3 0 0
meth SimpleFrozenList.pop 3 0 0
meth SimpleFrozenList.remove 3 0 0
meth SimpleFrozenList.reverse 3 0 0
meth SimpleFrozenList.sort 3 0 0
attr SimpleFrozenList.error 1 0 0
func all_equal 2 0 0
func make_first_longest_spans_filter 1 0 0
attr logger_stream_handler 1 0 0
attr registry.languages 1 0 0
attr registry.architectures 1 0 0
attr registry.tokenizers 1 0 0
attr registry.lemmatizers 1 0 0
attr registry.lookups 1 0 0
attr registry.displacy_colors 1 0 0
attr registry.misc 1 0 0
attr registry.callbacks 1 0 0
attr registry.batchers 1 0 0
attr registry.readers 1 0 0
attr registry.augmenters 1 0 0
attr registry.loggers 1 0 0
attr registry.scorers 1 0 0
attr registry.vectors 1 0 0
attr registry._entry_point_factories 1 0 0
attr registry.factories 1 0 0
attr registry.models 1 0 0
attr registry.cli 1 0 0
meth DummyTokenizer.call 2 0 0
meth DummyTokenizer.pipe 3 0 0
meth DummyTokenizer.to_bytes 2 0 0
meth DummyTokenizer.from_bytes 3 2 0
meth DummyTokenizer.to_disk 3 2 0
meth DummyTokenizer.from_disk 3 2 0
func dot_to_object 3 2 0

spacy.vocab (0 missing, 8 any)

Symbol Typable Typed Any
func create_vocab 4 4 1
func pickle_vocab 2 2 1
func unpickle_vocab 8 8 6

Type-Ignore Comments

Flavor Count
type: ignore[attr-defined] 8
type: ignore[misc] 3
type: ignore[no-redef] 3
type: ignore[override] 3
type: ignore[assignment] 2
type: ignore 1
type: ignore[call-overload] 1
type: ignore[var-annotated] 1