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jannik-brinkmann/README.md

I am a Ph.D. student in Computer Science at the University of Mannheim. I am excited about understanding the emergent internal mechanisms of neural networks on complex tasks, such as multi-step reasoning, and using these insights to develop better methods. I completed a M.Sc. in Data Science (with distinction) at the University of Mannheim, and B.Sc. in Computer Science.

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Pinned

  1. backward-chaining-circuits backward-chaining-circuits Public

    Forked from abhay-sheshadri/backward-chaining-circuits

    Code associated with "A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task"

    Jupyter Notebook

  2. social-biases-in-vision-transformers social-biases-in-vision-transformers Public

    Code associated with "A Multidimensional Analysis of Social Biases in Vision Transformers"

    Python 2

  3. hugginglens hugginglens Public

    TransformerLens + HuggingFace

    Jupyter Notebook 7 2

  4. dqn dqn Public

    Replication of "Human-Level Control Through Deep Reinforcement Learning" (Mnih et al. 2015)

    Python

  5. transformer transformer Public

    Replication of "Attention Is All You Need" (Vaswani et al. 2017)

    Python 1