https://github.com/shashwath94/recurrent-language-model

Pytorch implementation of a simple GRU word-level language model trained on Donald Trump's tweets.
https://github.com/shashwath94/recurrent-language-model

deep-learning neural-language-model nlp pytorch

Last synced: 9 days ago
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Pytorch implementation of a simple GRU word-level language model trained on Donald Trump's tweets.

• Host: GitHub
• URL: https://github.com/shashwath94/recurrent-language-model
• Owner: shashwath94
• Created: 2018-03-12T18:25:05.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2018-03-12T18:40:09.000Z (almost 7 years ago)
• Last Synced: 2024-10-28T00:16:03.130Z (about 2 months ago)
• Topics: deep-learning, neural-language-model, nlp, pytorch
• Language: Python
• Homepage:
• Size: 2.51 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Neural-Language-Model (WIP)

Pytorch implementation of a simple GRU language model trained on Donald Trump's tweets. 

 

Dataset - 30649 Trump's tweets from @realDonaldTrump obtained from [here](http://trumptwitterarchive.com/)

Model - A simple GRU based language model. Improvements to be made.

Train the model - `python3 train.py`

To do : 

* Improve the word level language model

* Build character level model

* modularize the code