spaCy Ecosystem

spaCy is a free library for advanced Natural Language Processing (NLP) in Python. It’s designed specifically for production use and helps you build applications that process and “understand” 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 229 python 129 natural-language-processing 123 machine-learning 80 named-entity-recognition 40 nltk 40 spacy-extension 38 ner 34 spacy-nlp 28 spacy-pipeline 28

Languages

Python 301 Jupyter Notebook 81 JavaScript 8 HTML 7 TypeScript 5 Cython 5 Shell 3 C++ 3 Swift 2 C 2

Licenses

MIT 236 APACHE-2.0 42 GPL-3.0 17 OTHER 14 LGPL-2.1 3 AGPL-3.0 2 BSD-3-CLAUSE 1 HIPPOCRATIC-2.1 1 CC-BY-SA-4.0 1 EPL-2.0 1

cprex

Chemical Properties Relation Extraction

06 Mar 2024 1

keyword-spacy

Keyword spaCy is a spaCy pipeline component for extracting keywords from text using cosine similarity

24 Aug 2023 8

SpanMarkerNER

SpanMarker for Named Entity Recognition

28 Mar 2023 386

princetondh

Code for our presentation in Princeton DH 2023 April

09 Mar 2023 4

spaCy-PyThaiNLP

PyThaiNLP For spaCy

30 Dec 2022 14

spacy-partial-tagger

A simple library for training named entity recognition model from partially annotated data

15 Apr 2022 21

converse

Conversational text Analysis using various NLP techniques

18 Nov 2021 177

Stock-Prediction

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping

25 Feb 2021 137

spacytextblob

A TextBlob sentiment analysis pipeline component for spaCy

11 Nov 2020 54

taxonerd

TaxoNERD : recognizing taxonomic entities using deep models

10 Nov 2020 39

nlp_workshop_odsc_europe20

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020

17 Sep 2020 133

spacycaKE

Simple keyphrase extraction extensions and pipeline components for spaCy

27 Jul 2020 4

medspacy

Library for clinical NLP with spaCy

16 Jun 2020 525

text-vector-visualisation

Website: https://rohetoric

21 May 2020 0

medical-ner

Clinical NER with UMLS lookup

18 Mar 2020 22

NLPeasy

Easy Peasy Language Squeezy

10 Oct 2019 10

nlp-cheat-sheet-python

NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition

07 Sep 2019 209

Question-Generation

Generating multiple choice questions from text using Machine Learning

27 Dec 2018 448

NLP_Quickbook

NLP in Python with Deep Learning

11 Mar 2018 563

prodigy-recipes

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

09 Dec 2017 477