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

pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase extraction

02 Oct 2016 2,132

rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

14 Oct 2016 17,893

textacy

NLP, before and after spaCy

03 Feb 2016 2,208

refinery

The data scientist's open-source choice to scale, assess and maintain natural language data

04 Jul 2022 1,393

skweak

skweak: A software toolkit for weak supervision applied to NLP tasks

16 Mar 2021 917

zshot

Zero and Few shot named entity & relationships recognition

11 Feb 2022 343

spaczz

Fuzzy matching and more functionality for spaCy

14 Jun 2020 249

contextualSpellCheck

✔️Contextual word checker for better suggestions

10 Apr 2020 395

cleanNLP

R package providing annotators and a normalized data model for natural language processing

14 Oct 2016 209

DadmaTools

DadmaTools is a Persian NLP tools developed by Dadmatech Co

12 Oct 2021 166

classy-classification

This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-shot classification with Huggingface

21 Feb 2022 209

augmenty

Augmenty is an augmentation library based on spaCy for augmenting texts

01 Aug 2021 150

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system

29 Jul 2017 2,260

spacytextblob

A TextBlob sentiment analysis pipeline component for spaCy

11 Nov 2020 54

presidio-research

This package features data-science related tasks for developing new recognizers for Presidio

05 Jan 2020 166

text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer

25 Sep 2016 1,645

NLP_Quickbook

NLP in Python with Deep Learning

11 Mar 2018 563

medaCy

Medical Text Mining and Information Extraction with spaCy

28 Sep 2018 418

huspacy

HuSpaCy: industrial-strength Hungarian natural language processing

20 Apr 2017 152

spacy-udpipe

spaCy + UDPipe

25 Jul 2019 159