🧩 Plugins and project ideas master thread enhancement help wanted help wanted (easy) project idea

#4338 opened Sep 29, 2019 by ines

8

Documentation needed on how to speed up the nlp.pipe() usage docs feat / pipeline perf / speed

#5239 opened Mar 31, 2020 by RevanthRameshkumar

3

Sentence categorization doesn't work using CLI train, json_to_tuple issue docs feat / cli feat / textcat

#5299 opened Apr 13, 2020 by dobryy

2

Unexpected behaviour of tokenizer.to_disk compared to documentation docs feat / serialize feat / tokenizer

#5256 opened Apr 4, 2020 by lfiedler

2

Roadmap for SpaCy docs meta

#5151 opened Mar 14, 2020 by nikhilsaldanha

Setting the token.tag_ causes token.lemma_ to reset bug docs feat / doc

#4781 opened Dec 8, 2019 by udnaan

3

EntityRecognizer Predict function is returning spacy.syntax.stateclass.StateClass instead of tuple of scores and tensors as mentioned in Doc and ner.get_loss gives attribute error that there is no attribute. docs

#4959 opened Jan 31, 2020 by jaingaurav3

2

Clarification for behavior of `en_core_web_lg` with `doc.tensor` docs feat / vectors help wanted usage

#4787 opened Dec 10, 2019 by dennlinger

1

[suggestion] add information about which parts of the pipeline add an attribute docs enhancement

#4746 opened Dec 3, 2019 by BramVanroy

3

2.2 and Data Augmentation docs feat / cli training

#4739 opened Dec 1, 2019 by caseybasichis

1

Show doc['id'] or at least some other infos for errors when training with CLI enhancement feat / cli help wanted help wanted (easy)

#3698 opened May 7, 2019 by Arakkun

12

DependencyMatcher documentation docs feat / matcher help wanted

#4433 opened Oct 11, 2019 by fabio-reale

9

Illegal hardware instruction in spacy/lang/en/syntax_iterators install

#5389 opened May 1, 2020 by sr-rolando

9

Is it possible to control the tagged entity from model side? For example, I have 6 annotation tags for model training, but I want only 4 annotation tags, when I am doing NER. feat / ner usage

#5307 opened Apr 15, 2020 by Zer0-dev115

4

🌍 Adding models for new languages master thread enhancement help wanted help wanted (easy) models training

#3056 opened Dec 16, 2018 by ines

57

Documentation/specification of vocabulary file for spacy init-model feat / cli feat / vectors

#4918 opened Jan 16, 2020 by emiguevara

5

Example for reducing the size of a vocabulary feat / vectors models perf / memory

#5398 opened May 4, 2020 by ned2

4

OSError: [E050] Can't find model 'nl_core_news_sm' install jupyter lang / nl

#5183 opened Mar 23, 2020 by NielsRogge

3

Clarification on python -m spacy pretrain usage feat / cli training

#5133 opened Mar 10, 2020 by erotavlas

4

Clarification on providing vectors (glove, elmo, fasttext, etc) when training NER model feat / cli usage

#5237 opened Mar 31, 2020 by CatarinaPC

Odd token matching lemma attribute behavior feat / lemmatizer feat / matcher usage

#5343 opened Apr 23, 2020 by huisigoh

3

Rule-based matching should be able to specify beginning/end of sentence feat / matcher usage

#5273 opened Apr 8, 2020 by jl-ai

2

SpaCy should warn when pipelines aren't enabled enhancement feat / cli help wanted training

#4625 opened Nov 11, 2019 by erip

3

Cannot create vectors table with dimension 0. feat / cli feat / tok2vec

#5184 opened Mar 23, 2020 by erotavlas

Improving tokenization for languages that use period as an ordinal indicator enhancement feat / tokenizer perf / accuracy

#5044 opened Feb 21, 2020 by spyysalo

8

Time for type stubs? enhancement

#5326 opened Apr 18, 2020 by talwrii

Doc.tensor into user_hooks enhancement feat / doc feat / vectors help wanted

#4439 opened Oct 14, 2019 by tamuhey

2

token.ent_iob should be writable enhancement feat / doc

#4790 opened Dec 10, 2019 by tamuhey

1

spacy.prefer_cpu() enhancement 🔜 v3.0

#5018 opened Feb 14, 2020 by carschno

4

Cannot import compound dependency usage

#5345 opened Apr 23, 2020 by pcoenen

3

biluo_tags_from_offsets() is generating empty '-' tags for some entities training

#5272 opened Apr 7, 2020 by erotavlas

5

German adjectives ending on `-e` are not lemmatized feat / lemmatizer help wanted (easy) lang / de

#4622 opened Nov 11, 2019 by SuzanaK

4

Windows .pyd files sneakily depend on msvcp140.dll help wanted install windows

#5332 opened Apr 21, 2020 by gthb

3

Knowledge Base error in hashing. feat / nel

#5364 opened Apr 28, 2020 by amitbcp

8

token.left_edge/right_edge gets out of sync when manually modifying doc heads bug feat / doc

#4497 opened Oct 21, 2019 by jessecoleman

3

loading error in Windows 10 after custom model trained on Ubuntu 18.04 bug compat feat / pipeline feat / serialize

#5324 opened Apr 17, 2020 by laxmimerit

5

Using spacy within pyspark function install

#5351 opened Apr 25, 2020 by noahberhe

2

Memory sharing in Python 3.8 for SpaCy models enhancement perf / memory scaling

#5051 opened Feb 22, 2020 by EdwardJB

6

is_sent_start `None` instead of False feat / doc

#5050 opened Feb 22, 2020 by DomHudson

8

EntityLinker: linking from value of a custom extension enhancement feat / nel

#4981 opened Feb 7, 2020 by kabirkhan

2

MemoryError in multilabel textcat with 14k labels and bow architecture feat / textcat perf / memory

#5163 opened Mar 17, 2020 by nsorros

2

[conllu converter] Support raw_text field feat / cli

#4523 opened Oct 25, 2019 by tamuhey

8

After to_bytes without vocab, and from_bytes, lang_ is None in Doc objects feat / serialize usage

#4390 opened Oct 7, 2019 by gthb

1

Boosting tagger and lemmatizer using additional data enhancement feat / lemmatizer feat / tagger

#4760 opened Dec 4, 2019 by Branislava

2

Add evaluation, train CLI pointers to example training scripts enhancement feat / cli

#4173 opened Aug 22, 2019 by adrianeboyd

Make Doc.to_json function include Span & Token custom attribute enhancement feat / doc

#3987 opened Jul 18, 2019 by Mardelor

3

Adding patterns to EntityRuler and deserializing EntityRuler very slow enhancement feat / matcher perf / speed

#4119 opened Aug 14, 2019 by jdprusa

13

Add checks (and converters?) for documents with multiple sentences in debug-data enhancement feat / cli

#4409 opened Oct 9, 2019 by adrianeboyd

1

Spacy + Dask? bug scaling 🔜 v3.0

#5111 opened Mar 5, 2020 by AlJohri

8

spaCy Token Matcher does not support group capture enhancement feat / matcher

#4642 opened Nov 13, 2019 by courtarro

1

Slow performance with Span.ents feat / doc perf / speed 🔜 v3.0

#4958 opened Jan 30, 2020 by jakepoz

3

Add vocab-related warnings/errors to add_pipe() enhancement feat / pipeline feat / ux

#4769 opened Dec 5, 2019 by adrianeboyd

Adding exceptions to sentencizer enhancement feat / sentencizer perf / accuracy

#4168 opened Aug 21, 2019 by mr-bjerre

13

tok2vec missing feat / serialize usage

#4416 opened Oct 9, 2019 by davidbren

2

user_data or UnderScore in spacy.kb.Candidate enhancement feat / nel

#4570 opened Nov 1, 2019 by tamuhey

support for zh models enhancement lang / zh models

#4695 opened Nov 22, 2019 by lixiepeng

23

Token pattern validation doesn't support lowercase attributes enhancement feat / matcher

#4106 opened Aug 12, 2019 by adrianeboyd

2

Function to list installed models or to check if a model is installed enhancement models usage

#4592 opened Nov 5, 2019 by DavidNemeskey

2

Creating vrt files for cqpweb project idea

#4704 opened Nov 25, 2019 by tianshuo

1

Displacy cannot show or colour non uppercase labels. enhancement feat / visualizers

#4866 opened Jan 2, 2020 by johann-petrak

2

nb: lemmatization of copula AUX enhancement feat / lemmatizer lang / nb

#4735 opened Nov 30, 2019 by jarib

3

Wrong tokenization of text with quotes separated only by coma feat / tokenizer perf / accuracy

#3981 opened Jul 17, 2019 by serzh

1

Handle sentence boundaries from multiple components enhancement feat / doc feat / parser feat / sentencizer

#4775 opened Dec 5, 2019 by adrianeboyd

1

Memory usage of `debug-data` with a huge training set enhancement feat / cli perf / memory

#4748 opened Dec 3, 2019 by sfragis

2

Extracting Verb Phrases (VP) using spaCy enhancement feat / tagger

#4441 opened Oct 14, 2019 by phosseini

1

AttributeError: 'bool' object has no attribute 'use_params' when training using a base model feat / cli training

#4813 opened Dec 16, 2019 by erip

3

Uncommon hyphen doesn't get recognized feat / tokenizer perf / accuracy usage

#4384 opened Oct 6, 2019 by KristiyanVachev

1

Custom sentence segmentation not serialized on some cases bug feat / parser

#3875 opened Jun 24, 2019 by clippered

10

Pattern with match operator "!" does not work if text is shorter enhancement feat / matcher

#3695 opened May 7, 2019 by mr-bjerre

13

Getting vectors from BPE using user_hooks enhancement feat / vectors

#3823 opened Jun 5, 2019 by alejandrojcastaneira

1

Matcher breaks with "complex" patterns ppc64le bug compat feat / matcher help wanted linux

#4576 opened Nov 2, 2019 by rjknight

4

Make text context / per document features available to the pipeline processing steps enhancement feat / pipeline

#4160 opened Aug 21, 2019 by johann-petrak

6

backend choice with joblib multiprocessing third-party

#3571 opened Apr 10, 2019 by fcharras

3

💫 Proposal: component decorator for pipeline metadata and static analysis enhancement feat / pipeline feat / ux help wanted proposal

#3943 opened Jul 10, 2019 by ines

2

ENT_IOB as a token pattern key enhancement feat / matcher

#3940 opened Jul 10, 2019 by Varun-Epi

3

Add is_sent_end to token attributes enhancement feat / doc help wanted

#3637 opened Apr 25, 2019 by michelleful

6

v2.1 launching multiple threads when numpy installed via conda bug third-party 🔮 thinc

#3820 opened Jun 4, 2019 by f11r

3

💫 Idea: Example sentences for testing languages enhancement help wanted help wanted (easy) lang / all

#1107 opened Jun 6, 2017 by ines

48

Character-level features and ngrams for the TextCategorizer enhancement feat / textcat

#3678 opened May 6, 2019 by heyalistair

1

Spacy fine tuning of embeddings enhancement

#2762 opened Sep 14, 2018 by GeoffNN

2

Pipelines with duplicate models enhancement feat / pipeline

#2920 opened Nov 11, 2018 by DeNeutoy

1

is_oov doesn't work correctly when using en_vectors_web_lg model feat / vectors models

#2875 opened Oct 25, 2018 by nikolaypavlov

5

Distinguish adverbs of manner in POS tagging. enhancement

#2766 opened Sep 17, 2018 by kamihamiha123

5

RNN Doc similarity, example available? enhancement examples

#2498 opened Jul 2, 2018 by JulianKingman

2

The word "number" is not in Spacy's vocab? lang / en models

#2561 opened Jul 17, 2018 by Enumaris

5

💫 Improve rule-based lemmatization and replace lookups enhancement feat / lemmatizer

#2668 opened Aug 14, 2018 by ines

20

Detecting future tense using morphological features enhancement

#2767 opened Sep 17, 2018 by jbuzza

12

adding new labels to an existing text categorizer enhancement feat / textcat

#2953 opened Nov 20, 2018 by dxiao2003

5

Doc Similarity: Tf-idf weighting? enhancement feat / vectors project idea

#2125 opened Mar 21, 2018 by mralexpopa

6

Word Vectors are case insensitive feat / vectors models

#2281 opened May 1, 2018 by r-wheeler

1

Language Code for languages not listed in ISO 639-1 enhancement lang / all meta

#2338 opened May 17, 2018 by gurudevrao

2

Support for FastText word embeddings enhancement feat / vectors

#2154 opened Mar 28, 2018 by raphael0202

6

feature: Merge multiple `Doc()` objects into one enhancement feat / doc help wanted

#2229 opened Apr 17, 2018 by kyoungrok0517

9

Feature Request for TextCategorizer: add numeric features for text classification enhancement feat / textcat

#2253 opened Apr 23, 2018 by mhigginslp

3

KeyError when looking up a hash in vocab.strings from a vocab.vector bug feat / vectors models

#1985 opened Feb 14, 2018 by fnielsen

4

spaCy as SRL? enhancement feat / parser project idea

#2336 opened May 17, 2018 by mosynaq

7

tokenizer_exceptions problem with Persian enhancement feat / tokenizer lang / ar lang / fa

#1772 opened Dec 27, 2017 by mosynaq

1

n-best POS tags enhancement feat / tagger project idea

#1036 opened May 3, 2017 by sjmielke

1

Word segmentation enhancement project idea

#828 opened Feb 14, 2017 by lminer