spaCy is an open-source software library for advanced Natural Language Processing, written in the programming languages Python and Cython.
spaCy is designed to help you do real work — to build real products, or gather real insights.
spaCy comes with pre-trained statistical models and word vectors.
Features include:
- Models for spaCy can be installed as Python packages.
- Neural models for tagging, parsing and entity recognition.
- Non-destructive tokenization.
- Named entity recognition.
- “Alpha tokenization” support for over 31 languages.
- 13 Statistical models models for 8 languages.
- Pre-trained word vectors.
- Part-of-speech tagging.
- Labelled dependency parsing.
- Syntax-driven sentence segmentation.
- Text classification.
- Built in visualizers for syntax and NER.
- Convenient string-to-hash mapping.
- Export to numpy data arrays.
- Efficient binary serialization.
- Easy model packaging and deployment.
- State-of-the-art speed.
- Robust, rigorously evaluated accuracy.
- Deep learning integration. It interoperates seamlessly with TensorFlow, PyTorch, scikit-learn, Gensim and the rest of Python’s AI ecosystem.
- Comes with an extensive test suite.
- Cross-platform support – macOS / OS X, Linux, Windows (Cygwin, MinGW, Visual Studio).
Website: spacy.io
Support: GitHub code repository
Developer: Explosion AI and many contributors
License: MIT License
spaCy is written in Python. Learn Python with our recommended free books and free tutorials.
Return to Natural Language Processing | Return to Python Natural Language Tools
| Popular series | |
|---|---|
 | The largest compilation of the best free and open source software in the universe. Each article is supplied with a legendary ratings chart helping you to make informed decisions. |
 | Hundreds of in-depth reviews offering our unbiased and expert opinion on software. We offer helpful and impartial information. |
 | The Big List of Active Linux Distros is a large compilation of actively developed Linux distributions. |
 | Replace proprietary software with open source alternatives: Google, Microsoft, Apple, Adobe, IBM, Autodesk, Oracle, Atlassian, Corel, Cisco, Intuit, and SAS. |
 | Awesome Free Linux Games Tools showcases a series of tools that making gaming on Linux a more pleasurable experience. This is a new series. |
 | Machine Learning explores practical applications of machine learning and deep learning from a Linux perspective. We've written reviews of more than 40 self-hosted apps. All are free and open source. |
 | New to Linux? Read our Linux for Starters series. We start right at the basics and teach you everything you need to know to get started with Linux. |
 | Alternatives to popular CLI tools showcases essential tools that are modern replacements for core Linux utilities. |
 | Essential Linux system tools focuses on small, indispensable utilities, useful for system administrators as well as regular users. |
 | Linux utilities to maximise your productivity. Small, indispensable tools, useful for anyone running a Linux machine. |
 | Surveys popular streaming services from a Linux perspective: Amazon Music Unlimited, Myuzi, Spotify, Deezer, Tidal. |
 | Saving Money with Linux looks at how you can reduce your energy bills running Linux. |
 | Home computers became commonplace in the 1980s. Emulate home computers including the Commodore 64, Amiga, Atari ST, ZX81, Amstrad CPC, and ZX Spectrum. |
 | Now and Then examines how promising open source software fared over the years. It can be a bumpy ride. |
 | Linux at Home looks at a range of home activities where Linux can play its part, making the most of our time at home, keeping active and engaged. |
 | Linux Candy reveals the lighter side of Linux. Have some fun and escape from the daily drudgery. |
 | Getting Started with Docker helps you master Docker, a set of platform as a service products that delivers software in packages called containers. |
 | Best Free Android Apps. We showcase free Android apps that are definitely worth downloading. There's a strict eligibility criteria for inclusion in this series. |
 | These best free books accelerate your learning of every programming language. Learn a new language today! |
 | These free tutorials offer the perfect tonic to our free programming books series. |
 | Linux Around The World showcases usergroups that are relevant to Linux enthusiasts. Great ways to meet up with fellow enthusiasts. |
 | Stars and Stripes is an occasional series looking at the impact of Linux in the USA. |