Yomguithereal / Talisman
Licence: mit
Straightforward fuzzy matching, information retrieval and NLP building blocks for JavaScript.
Stars: ✭ 584
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javascript
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Talisman
Talisman is a JavaScript library collecting algorithms, functions and various building blocks for fuzzy matching, information retrieval and natural language processing.
Installation
You can install Talisman through npm:
npm install talisman
Documentation
The library's full documentation can be found here.
Bibliography
An extensive bibliography of the methods & functions implemented by the library can be found here.
Goals
- 📦 Modular: the library is completely modular. This means that if you only need to compute a
levenshteindistance, you will only load the relevant code. - 💡 Straightforward & simple: just want to compute a Jaccard index? No need to instantiate a class and use two methods to pass options and then finally succeed in getting the index. Just apply the
jaccardfunction and get going. - 🍡 Consistent API: the library's API is fully consistent and one should not struggle to understand how to apply two different distance metrics.
- 📯 Functional: except for cases where classes might be useful (clustering notably), Talisman only uses functions, consumes raw data and order functions' arguments to make partial application & currying etc. as easy as possible.
- ⚡️ Performant: the library should be as performant as possible for a high-level programming language library.
- 🌐 Cross-platform: the library is cross-platform and can be used both with Node.js and in the browser.
How to cite
Talisman has been published as a paper on the Journal Of Open Source Software (JOSS).
Contribution
Contributions are of course welcome :)
Be sure to lint & pass the unit tests before submitting your pull request.
# Cloning the repo
git clone [email protected]:Yomguithereal/talisman.git
cd talisman
# Installing the deps
npm install
# Running the tests
npm test
# Linting the code
npm run lint
License
This project is available as open source under the terms of the MIT License.
Note that the project description data, including the texts, logos, images, and/or trademarks,
for each open source project belongs to its rightful owner.
If you wish to add or remove any projects, please contact us at [email protected].