hhnnhh / berlin_names_shiny Goto Github PK

I am Hannah. When I was a kid my favorite toy was the sieve. Now I find patterns in data. This is my sandpit 🏖️ for models and bots I built for fun. My latest project is a twitterbot which tweets daily parts of Kafkas diary ✨. My background is in psychology, linguistics and neuroscience 🧠, hence, finding structures in minds and brains.

I love language, reading and writing and I like to play around with AI for Natural Language Generation in German. If you wanna have a look: I have trained a plain Tensorflow/Keras net (Long Short-Term Memory Recurrent Neural Net) from scratch with a novel, which, magically, happens to be able to generate lyrics in the style of German Dadaists, too 😄 And I have fine-tuned a pretrained GPT-2 to do the same which actually writes paragraphs of the novel in the style of my favorite German author 💬

Also you'll find a pretty accurate LSTM-RNN text classifier for obfuscated sentences. Finally, I present a more straightforward predictive ML classifier trained on open data, which is able to anticipate whether a vehicle is likely going to pass or fail a vehicle emissions test in the future. This project was a recent collaboration with some great fellow data scientists 👯 from WiMLDS.

📫 Want to chat? Collaborate? Let's talk! -->>

Twitter: @HannahBohle
LinkedIn: hannahbohle