spacy-fastlang


Namespacy-fastlang JSON
Version 2.0.0 PyPI version JSON
download
home_pagehttps://github.com/thomasthiebaud/spacy-fastlang
SummaryLanguage detection using FastText and Spacy
upload_time2023-07-30 19:00:55
maintainer
docs_urlNone
authorThomas Thiebaud
requires_python>=3.8,<4.0
licenseMIT
keywords spacy fasttext language detection
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # spacy_fastlang

## Install

Assuming you have a working python environment, you can simply install it using

```
pip install spacy_fastlang
```

## Usage

The library exports a pipeline component called `language_detector` that will set two spacy extensions

- doc.\_.language = ISO code of the detected language or `xx` as a fallback
- doc.\_.language_score = confidence

```
import spacy_fastlang  # noqa: F401 # pylint: disable=unused-import
nlp = spacy.load("...")
nlp.add_pipe("language_detector")
doc = nlp(en_text)

doc._.language == "..."
doc._.language_score >= ...
```

## Options

[Check the tests](./tests/test_spacy_fastlang.py) to see more examples and available options

## License

Everythin is under `MIT` except the default model which is distributed under [Creative Commons Attribution-Share-Alike License 3.0](https://creativecommons.org/licenses/by-sa/3.0/) by facebook [here](https://fasttext.cc/docs/en/language-identification.html)

            

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