Top 120 spacy open source projects

Information extraction from English and German texts based on predicate logic

💫 REST microservices for various spaCy-related tasks

🍳 Recipes for the Prodigy, our fully scriptable annotation tool

Generating multiple choice questions from text using Machine Learning.

spaCy REST API, wrapped in a Docker container.

Named Entity Recognition based on dictionaries

A Reddit bot that summarizes news articles written in Spanish or English. It uses a custom built algorithm to rank words and sentences.

R wrapper to spaCy NLP

✨Fast Coreference Resolution in spaCy with Neural Networks

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

💥 displaCy-ent.js: An open-source named entity visualiser for the modern web

Cookiecutter API for creating Custom Skills for Azure Search using Python and Docker

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

spaCy pipeline object for negating concepts in text

spacy-wordnet creates annotations that easily allow the use of wordnet and wordnet domains by using the nltk wordnet interface

💙 Emoji handling and meta data for spaCy with custom extension attributes

👩‍🏫 Advanced NLP with spaCy: A free online course

🎡 Automated build repo for Python wheels and source packages

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.

💬 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

NLP, before and after spaCy

Named Entity Recognition (NER) Annotation tool for SpaCy. Generates Traning Data as a JSON which can be readily used.

💫 Scripts, tools and resources for developing spaCy

🎀 JavaScript API for spaCy with Python REST API

Python implementation of TextRank for phrase extraction and summarization of text documents

A python module for English lemmatization and inflection.

🧬 A JupyterLab extension for annotating data with Prodigy

🏖TagEditor - Annotation tool for spaCy

Excel Integration with spaCy. Training NER using Excel/XLSX from PDF, DOCX, PPT, PNG or JPG.

🤹‍♀️ Query spaCy's linguistic annotations using GraphQL

Dataframe Integration with spaCy.

This repository provides everything to get started with Python for Text Mining / Natural Language Processing (NLP)

🦆 Contextually-keyed word vectors

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.

the open-source virtual assistant for Ubuntu based Linux distributions

A python module for word inflections designed for use with spaCy.

📂 Additional lookup tables and data resources for spaCy

Precompiled packages for AWS Lambda

Running Prodigy for a team of annotators

A full spaCy pipeline and models for scientific/biomedical documents.

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

💫 Models for the spaCy Natural Language Processing (NLP) library

The Classical Language Toolkit

Full text geoparsing as a Python library

Python Packages as AWS Lambda Layers

💥 Use the latest Stanza (StanfordNLP) research models directly in spaCy

Text Mining on the 2019 Mexican Government Report, covering from extracting text from a PDF file to plotting the results.

💫 Industrial-strength Natural Language Processing (NLP) in Python

A comprehensive Data and Text Mining workflow for submissions and comments from any given public subreddit.

🪐 End-to-end NLP workflows from prototype to production

A python written personal assistant

NLP in Python with Deep Learning

👑 spaCy building blocks and visualizers for Streamlit apps

ADAM - A Question Answering System. Inspired from IBM Watson

spaCy plugin for Transformers , Udify, ELmo, etc.

💥 displaCy.js: An open-source NLP visualiser for the modern web

🏥 Medical Text Mining and Information Extraction with spaCy

🍣 A lightweight console printing and formatting toolkit

💫 Jupyter notebooks for spaCy examples and tutorials

Implementation of the ClausIE information extraction system for python+spacy