Neural network for writing tweets like @realDonaldTrump
This model consists of two networks:
- Pre-trained RNN on Wikitext-103 and fine tunned on last 2.7k tweets from Trump's Twitter loaded via Twitter API
- 2-layer GRU char-RNN for proper letter capitalization
Some examples of generated tweets:
- I am pleased to announce that I will serve a six - year term at the @whitehouse!
- There is no reason to spend a year without a wall. I want to protect the border and trade, as many as possible. Fix it!
- "You have to take care of yourself. If you don’t, no one else will." – think like a champion
- These are the years of the most angry and dangerous immigration reform.
- The Senate in November is a total mess. They are weak on crime and border security.
more: https://twitter.com/realTrumpIdeas
- fastai>=1.0
- PyTorch>=1.0
- numpy
- pandas
- python-twitter