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maxbachmann authored Dec 28, 2023
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18 changes: 9 additions & 9 deletions README.md
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JaroWinkler
</h1>
<p align="center">
<a href="https://github.com/maxbachmann/JaroWinkler/actions">
<img src="https://github.com/maxbachmann/JaroWinkler/workflows/Build/badge.svg"
<a href="https://github.com/rapidfuzz/JaroWinkler/actions">
<img src="https://github.com/rapidfuzz/JaroWinkler/workflows/Build/badge.svg"
alt="Continuous Integration">
</a>
<a href="https://pypi.org/project/jarowinkler/">
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<img src="https://img.shields.io/pypi/pyversions/jarowinkler"
alt="Python versions">
</a><br/>
<a href="https://github.com/maxbachmann/JaroWinkler/blob/main/LICENSE">
<img src="https://img.shields.io/github/license/maxbachmann/JaroWinkler"
<a href="https://github.com/rapidfuzz/JaroWinkler/blob/main/LICENSE">
<img src="https://img.shields.io/github/license/rapidfuzz/JaroWinkler"
alt="GitHub license">
</a>
</p>

<h4 align="center">JaroWinkler is a library to calculate the Jaro and Jaro-Winkler similarity. It is easy to use, is far more performant than all alternatives and is designed to integrate seemingless with <a href="https://github.com/maxbachmann/RapidFuzz">RapidFuzz</a>.</h4>
<h4 align="center">JaroWinkler is a library to calculate the Jaro and Jaro-Winkler similarity. It is easy to use, is far more performant than all alternatives and is designed to integrate seemingless with <a href="https://github.com/rapidfuzz/RapidFuzz">RapidFuzz</a>.</h4>



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The implementation is based on a novel approach to calculate the Jaro-Winkler similarity using bitparallelism. This is significantly faster than the original approach used in other libraries. The following benchmark shows the performance difference to jellyfish and python-Levenshtein.

<p align="center">
<img src="https://raw.githubusercontent.com/maxbachmann/JaroWinkler/main/bench/results/JaroWinkler.svg?sanitize=true" alt="Benchmark JaroWinkler">
<img src="https://raw.githubusercontent.com/rapidfuzz/JaroWinkler/main/bench/results/JaroWinkler.svg?sanitize=true" alt="Benchmark JaroWinkler">
</p>

## ⚙️ Installation
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For a source build (for example from a SDist packaged) you only require a C++14 compatible compiler. You can install directly from GitHub if you would like.
```
pip install git+https://github.com/maxbachmann/JaroWinkler.git@main
pip install git+https://github.com/rapidfuzz/JaroWinkler.git@main
```

## 📖 Usage
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## 👍 Contributing

PRs are welcome!
- Found a bug? Report it in form of an [issue](https://github.com/maxbachmann/JaroWinkler/issues) or even better fix it!
- Found a bug? Report it in form of an [issue](https://github.com/rapidfuzz/JaroWinkler/issues) or even better fix it!
- Can make something faster? Great! Just avoid external dependencies and remember that existing functionality should still work.
- Something else that do you think is good? Do it! Just make sure that CI passes and everything from the README is still applicable (interface, features, and so on).
- Have no time to code? Tell your friends and subscribers about JaroWinkler. More users, more contributions, more amazing features.

Thank you :heart:

## ⚠️ License
Copyright 2021 - present [maxbachmann](https://github.com/maxbachmann). `JaroWinkler` is free and open-source software licensed under the [MIT License](https://github.com/maxbachmann/JaroWinkler/blob/main/LICENSE).
Copyright 2021 - present [maxbachmann](https://github.com/maxbachmann). `JaroWinkler` is free and open-source software licensed under the [MIT License](https://github.com/rapidfuzz/JaroWinkler/blob/main/LICENSE).
2 changes: 1 addition & 1 deletion setup.cfg
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Expand Up @@ -6,7 +6,7 @@ long_description = file: README.md
long_description_content_type = text/markdown
author = Max Bachmann
author_email = pypi@maxbachmann.de
url = https://github.com/maxbachmann/JaroWinkler
url = https://github.com/rapidfuzz/JaroWinkler
license = MIT
classifiers =
Programming Language :: Python :: 3
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