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Change links to ZEIT from Heroku
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thisisrandy committed Dec 19, 2019
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<img alt="Tell Me a Story screenshot" src="images/screenshot.png">
</p>

What happens when a computer tries to write a children's story? Why, [this](https://tell-me-a-story-5.herokuapp.com/), of course!
What happens when a computer tries to write a children's story? Why, [this](https://tell-me-a-story.now.sh/), of course!

There is a long history of [statistical language models](https://en.wikipedia.org/wiki/Language_model) in [natural language processing](https://en.wikipedia.org/wiki/Natural_language_processing), beginning with the humble [n-gram model](https://en.wikipedia.org/wiki/N-gram), which gathers statistics over a [corpus](https://en.wikipedia.org/wiki/Text_corpus) about the co-occurrence of n (1, 2, 3, 4...) words or sub-word tokens, to the [probabilistic context free grammar](https://en.wikipedia.org/wiki/Probabilistic_context-free_grammar), which imposes statistical likelihood over a pre-defined grammar, to [neural language models](https://en.wikipedia.org/wiki/Language_model#Neural_network), which harness biologically inspired [neural networks](https://en.wikipedia.org/wiki/Artificial_neural_network) in a variety of architectures to tackle the problem of language modeling.

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### UI

In addition to being an example of transfer learning for text generation, this project is also an example of the power of [React](https://reactjs.org/) and [Material-UI](https://material-ui.com/) for building modern web apps. The entire [mobile- and touch-friendly, shiny modern user interface](https://tell-me-a-story-5.herokuapp.com/) was built with fewer than 1000 lines of highly readable code. Check it out!
In addition to being an example of transfer learning for text generation, this project is also an example of the power of [React](https://reactjs.org/) and [Material-UI](https://material-ui.com/) for building modern web apps. The entire [mobile- and touch-friendly, shiny modern user interface](https://tell-me-a-story.now.sh/) was built with fewer than 1000 lines of highly readable code. Check it out!

### I've seen the GPT-2 Ovid's Unicorn text. This seems... less good

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