/sangita

A Natural Language Toolkit for Indian Languages

Primary LanguagePythonApache License 2.0Apache-2.0

Sangita.


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A Natural Language Toolkit for Indian Languages

![](https://img.shields.io/badge/language-Hindi-red.svg?style=for-the-badge)

What is Sangita?

Sangita is a natural language toolkit for Indian languages built in Python. The aim of the project is to provide basic Natural Language Functionalities that include tokenization, lemmatisation, stemming, named entity recognition and Part of Speech Tagging for popular Indian Languages with Deep Neural Networks being employed for some of these tasks.

Dependencies

* Keras
* Scikit Learn
* Corpus is Stored at Sangita Data

License

The code and the models are distributed under the Apache 2.0 License.

We have used the following datasets and their respective Liesnses are enclosed along with them.

  • Hindi Dependency Treebank - LANGUAGE TECHNOLOGIES RESEARCH CENTER, IIIT Hyderabad.

    • Creative Commons License Attribution-NonCommercial-ShareAlike 4.0 International.

Contributions

Issues relating to Girlscript Summer of Code are referenced with the respective tags:

* Cakewalk - 10 points
* Intermediate - 20 points
* Pro - 30 points
* TopCoder - 50 points

You can look at the ongoing issues here on this project board

Check out the first evaluation milestone