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erika-n/README.md

Hi I'm Erika Nesse 👋

I've spent 10 years as a programmer analyst and full stack developer for Abt Associates and elsewhere. I have been taking a sabbatical to learn about machine learning, including two batches at Recurse Center where I implemented a transformer model from scratch and created a compression tool based off the LLMZip paper, among other fun and creative coding projects.

  • 🔭 I’m currently working on GPTZip, a compression tool using GPT-2
  • 🌱 I’m currently learning machine learning with pytorch, and working through cryptopals to learn cryptography
  • 💬 Ask me about fractal music
  • 📫 How to reach me: [email protected]

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  1. blockish blockish Public

    Midi fractals

    Python 3

  2. GPTzip GPTzip Public

    An implementation of LLMzip using GPT-2

    Python 12 2

  3. cryptopals cryptopals Public

    Cryptopals cryptography challenges

    Python

  4. MNIST-GAN MNIST-GAN Public

    Generating handwritten digits

    Jupyter Notebook

  5. transformers_from_scratch transformers_from_scratch Public

    My own implementation of the transformer (for educational purposes)

    Python