spaCy Ecosystem

spaCy is a free library for advanced Natural Language Processing (NLP) in Python. Itโ€™s designed specifically for production use and helps you build applications that process and โ€œunderstandโ€ large volumes of text. It can be used to build information extraction or natural language understanding systems.

Created by
Explosion
Community Repos
1,643
Total GitHub Stars
48,551

Keywords

nlp 20 machine-learning 19 natural-language-processing 19 python 12 named-entity-recognition 5 cython 5 data-science 5 spacy-pipeline 4 artificial-intelligence 4 prodigy 4

Languages

Python 46 Cython 5 Jupyter Notebook 3 TypeScript 2 C++ 1 C 1

Licenses

MIT 48 OTHER 2

spaCy

๐Ÿ’ซ Industrial-strength Natural Language Processing (NLP) in Python

03 Jul 2014 29,548
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spacy-transformers

๐Ÿ›ธ Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

26 Jul 2019 1,343
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spacy-llm

๐Ÿฆ™ Integrating LLMs into structured NLP pipelines

16 Mar 2023 1,093
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spacy-models

๐Ÿ’ซ Models for the spaCy Natural Language Processing (NLP) library

14 Mar 2017 1,618
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thinc

๐Ÿ”ฎ A refreshing functional take on deep learning, compatible with your favorite libraries

16 Oct 2014 2,816
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projects

๐Ÿช End-to-end NLP workflows from prototype to production

21 Nov 2019 1,305
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spacy-streamlit

๐Ÿ‘‘ spaCy building blocks and visualizers for Streamlit apps

23 Jun 2020 797
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curated-transformers

๐Ÿค– A PyTorch library of curated Transformer models and their composable components

14 Sep 2022 863
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spacy-stanza

๐Ÿ’ฅ Use the latest Stanza (StanfordNLP) research models directly in spaCy

31 Jan 2019 711
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sense2vec

๐Ÿฆ† Contextually-keyed word vectors

23 Jan 2016 1,617
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prodigy-recipes

๐Ÿณ Recipes for the Prodigy, our fully scriptable annotation tool

09 Dec 2017 477
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cython-blis

๐Ÿ’ฅ Fast matrix-multiplication as a self-contained Python library โ€“ no system dependencies!

15 Oct 2017 218
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spacy-experimental

๐Ÿงช Cutting-edge experimental spaCy components and features

18 Nov 2021 94
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weasel

๐Ÿฆฆ weasel: A small and easy workflow system

27 Sep 2022 64
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spacy-curated-transformers

spaCy entry points for Curated Transformers

04 May 2023 24
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spacy-lookups-data

๐Ÿ“‚ Additional lookup tables and data resources for spaCy

30 Sep 2019 93
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wasabi

๐Ÿฃ A lightweight console printing and formatting toolkit

17 Nov 2018 451
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cymem

๐Ÿ’ฅ Cython memory pool for RAII-style memory management

17 Sep 2014 437
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srsly

๐Ÿฆ‰ Modern high-performance serialization utilities for Python (JSON, MessagePack, Pickle)

01 Dec 2018 427
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preshed

๐Ÿ’ฅ Cython hash tables that assume keys are pre-hashed

26 Sep 2014 82
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