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.

Features Support

• Normalization
  • Arabic and Urdu Unicode Redundancy Problem
  • Character Normalization
  • Combined Characters Normalization
  • Diacritics Removal
  • Spaces Before & After Digits
  • Spaces After Punctuations
  • Joined Words Fix
• Tokenization
  • Sentence Tokenization
  • Words Tokenization
• Data Pre-processing
  • Handles all kind of numbers, emails, currencies and urls etc.
• Tasks
  • Sentimental Analysis
  • Sentence Classification
  • Documents Classification
  • Name Entity Recognition
  • Image to Text
  • Speech to Text
• Datasets
  • IMDB Urdu Movies Review dataset

Installation

Urduhack officially supports Python 3.6–3.7, and runs great on PyPy.

$ pip install urduhack

Documentation

Fantastic documentation is available at https://urduhack.readthedocs.io/

How to Contribute

1. 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.
2. Write a test which shows that the bug was fixed or that the feature works as expected.
3. Send a pull request and bug the maintainer until it gets merged and published. :)

Contributors

Special thanks to everyone who contributed to getting the UrduHack to the current state.

Backers

Thank you to all our backers! 🙏 [Become a backer]

Sponsors

Support this project by becoming a sponsor. Your logo will show up here with a link to your website. [Become a sponsor]

Copyright and license

Code released under the MIT License.