spaCy
2 likes
spaCy is a leading NLP toolkit for Python. It's designed to help you do real work — to build real products, or gather real insights. The library respects your time, and tries to avoid wasting it. It's easy to install, and its API is simple and productive.
Cost / License
- Free
- Open Source
EUPlatforms
- Self-Hosted
- Python
Features
- Natural Language Processing
Tags
- development
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spaCy information
Developed by
Explosion Licensing
Open Source (MIT) and Free product.Written in
Alternatives
12 alternatives listedSupported Languages
- English
AlternativeTo Category
DevelopmentGitHub repository
- 32,947 Stars
- 4,635 Forks
- 183 Open Issues
- Updated
What is spaCy?
spaCy is a leading NLP toolkit for Python. It's designed to help you do real work — to build real products, or gather real insights. The library respects your time, and tries to avoid wasting it. It's easy to install, and its API is simple and productive. We like to think of spaCy as the Ruby on Rails of Natural Language Processing.
Features
- Non-destructive tokenization
- Named entity recognition
- Support for 52+ languages
- 23 statistical models for 11 languages
- Pre-trained word vectors
- State-of-the-art speed
- Easy deep learning integration
- Part-of-speech tagging
- Labelled dependency parsing
- Syntax-driven sentence segmentation
- 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
- Robust, rigorously evaluated accuracy
Comments and Reviews
I think Spacy is my favourite NLP framework.
I love this NLP framework.