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1. smkex-tor smkex-tor Public

   An implementation of the SMKEX key exchange protocol that routes traffic through two independent Tor circuits to protect against man-in-the-middle attacks.

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2. transformer-from-scratch transformer-from-scratch Public

   A from-scratch implementation of the original Transformer architecture described in Attention Is All You Need (Vaswani et al., 2017), built in PyTorch without relying on high-level abstractions, tr…

   Jupyter Notebook

3. world-model-from-scratch world-model-from-scratch Public

   A from-scratch implementation of the World Models architecture (Ha & Schmidhuber, 2018) built using PyTorch. The project demonstrates how an agent can learn a "mental model" of a complex environment.

   Jupyter Notebook

4. dreamer-from-scratch dreamer-from-scratch Public

   A from-scratch implementation of the Dreamer v1 architecture (Hafner et al., 2019) built using PyTorch, with notes.

   Jupyter Notebook