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hhnnhh/README.md

Hi 👋

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

Pinned

  1. berlin_names_shiny berlin_names_shiny Public

    Shiny app visualizing most popular or unique first names in Berlin 2012-2019

    R 1

  2. zeh_text_generation zeh_text_generation Public

    Natural Language Generation Neural Net (GPT-2) for text generation in German, fine-tuned with parts of the book "Spieltrieb" by Juli Zeh

    Python 1

  3. LSTM_Recurrent_Neural_Net_JuliZeh LSTM_Recurrent_Neural_Net_JuliZeh Public

    A KERAS Long-Short-Term-Memory (LSTM) Recurrent Neural Net (RNN) trained on parts of the book "Spieltrieb" by Juli Zeh

    Python 1

  4. obfuscated_text_classification_AI obfuscated_text_classification_AI Public

    Obfuscated sentences from twelve different novels are classified by Long Short Term (LSTM) Recurrent Neural Net (RNN)

    Jupyter Notebook

  5. berlin_datascience_lab berlin_datascience_lab Public

    Open data machine learning project, modeling vehicle emissions of Albuquerque. Project mentored and initiated by @noatamir and @krasch, hosted by @WiMLDS.

    Jupyter Notebook 1

  6. animated_bar_charts_in_R animated_bar_charts_in_R Public

    Forked from amrrs/animated_bar_charts_in_R

    First names in Berlin: Animated Bar Charts in R

    R 1