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## Features ## Features
- Non-destructive **tokenization** - Non-destructive **tokenization**
- **Named entity** recognition - **Named entity** recognition
- Support for **50+ languages** - Support for **50+ languages**
- pretrained [statistical models](https://spacy.io/models) and word vectors - pretrained [statistical models](https://spacy.io/models) and word vectors
- State-of-the-art speed - State-of-the-art speed
- Easy **deep learning** integration - Easy **deep learning** integration
- Part-of-speech tagging - Part-of-speech tagging
- Labelled dependency parsing - Labelled dependency parsing
- Syntax-driven sentence segmentation - Syntax-driven sentence segmentation
- Built in **visualizers** for syntax and NER - Built in **visualizers** for syntax and NER
- Convenient string-to-hash mapping - Convenient string-to-hash mapping
- Export to numpy data arrays - Export to numpy data arrays
- Efficient binary serialization - Efficient binary serialization
- Easy **model packaging** and deployment - Easy **model packaging** and deployment
- Robust, rigorously evaluated accuracy - Robust, rigorously evaluated accuracy
📖 **For more details, see the 📖 **For more details, see the
[facts, figures and benchmarks](https://spacy.io/usage/facts-figures).** [facts, figures and benchmarks](https://spacy.io/usage/facts-figures).**
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For detailed installation instructions, see the For detailed installation instructions, see the
[documentation](https://spacy.io/usage). [documentation](https://spacy.io/usage).
- **Operating system**: macOS / OS X · Linux · Windows (Cygwin, MinGW, Visual - **Operating system**: macOS / OS X · Linux · Windows (Cygwin, MinGW, Visual
Studio) Studio)
- **Python version**: Python 2.7, 3.5+ (only 64 bit) - **Python version**: Python 2.7, 3.5+ (only 64 bit)
- **Package managers**: [pip] · [conda] (via `conda-forge`) - **Package managers**: [pip] · [conda] (via `conda-forge`)
[pip]: https://pypi.org/project/spacy/ [pip]: https://pypi.org/project/spacy/
[conda]: https://anaconda.org/conda-forge/spacy [conda]: https://anaconda.org/conda-forge/spacy