SangitaNLP / sangita

A Natural Language Toolkit for Indian Languages
Apache License 2.0
40 stars 41 forks source link
deep-learning deep-neural-networks lstm machine-learning natural-language-processing python recurrent-neural-networks

Sangita.



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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.

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.

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