afzalupal/models

🛍️Collection of pretrained ML and NLP models for the Urdu language.

NLP Models for the Urdu language.

Collection of pretrained ML and NLP models for the Urdu language.

Table of contents

• Word2vec Models
• Bugs and feature requests
• Contributors
• Sponsors
• Copyright and license

Word2vec Models

Word2vec is a widely used for learns relationships between words and converting word into vector.

Web News model

• Trained on 50,000 web news posts.
• Semantic Accuracy: 36.89%
• Syntactic Accuracy: 31.25%
• Demo (https://github.com/urduhack/models/blob/master/word-vectors/word2vec/web_news_data)

Wikipedia model

• Trained on whole wikipedia corpus.
• Semantic Accuracy: 59.59%
• Syntactic Accuracy: 37.50%
• Demo (https://github.com/urduhack/models/blob/master/word-vectors/word2vec/wikipedia)

Bugs and feature requests

Have a bug or a feature request? If you wish to remove or update some of the features, please file an issue first before sending a PR on the repo. please open a new issue.

Contributors

Special thanks to everyone who contributed to getting the Urdu hack models to the current state

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.