Natural Language Processing (NLP) library for Urdu language.
Urduhack: NLP library for ( 🇵🇰 ) Urdu language
Urduhack is a NLP library for urdu language. It comes with a lot of battery included features to help you process Urdu data in the easiest way possible.
- Arabic and Urdu Unicode Redundancy Problem
- Character Normalization
- Combined Characters Normalization
- Diacritics Removal
- Spaces Before & After Digits
- Spaces After Punctuations
- Joined Words Fix
- Sentence Tokenization
- Words Tokenization
- Data Pre-processing
- Handles all kind of numbers, emails, currencies and urls etc.
- Sentimental Analysis
- Sentence Classification
- Documents Classification
- Name Entity Recognition
- Image to Text
- Speech to Text
- IMDB Urdu Movies Review dataset
Urduhack officially supports Python 3.6–3.7, and runs great on PyPy.
$ pip install urduhack
Fantastic documentation is available at https://urduhack.readthedocs.io/
How to Contribute
- Check for open issues or open a fresh issue to start a discussion around a feature idea or a bug. There is a Contributor Friendly tag for issues that should be ideal for people who are not very familiar with the codebase yet.
- Write a test which shows that the bug was fixed or that the feature works as expected.
- Send a pull request and bug the maintainer until it gets merged and published. :)
Special thanks to everyone who contributed to getting the UrduHack to the current state.
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Copyright and license
Code released under the MIT License.
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