A Natural Language Toolkit for Indian Languages
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A Natural Language Toolkit for Indian Languages

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.


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


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.


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 projrct board

Check out the first evaluation milestone