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  1. Exploring a Recurrent Neural Network

    These notes walk through Andrej Karpathy's minimal character-level **Recurrent Neural Network (RNN)** implementation. [^1] RNNs are special 'lil guys because instead of being acyclic, they reuse the same weights across timesteps while carrying a hidden st…

  2. Improvisation on the Artist

    > My environment is unnatural, unsensual, tough and uncompromising.

  3. Dijkstra's Algorithm

    {/* #### Quick Definition */} **Quick Recap on Dijkstra's:** - no negative-weight edges - weighted version of breadth-first-search - instead of FIFO queue, use priority queue - keys are shortest-path weights $d[v]$ - two sets of vertices - $S$ vertices wh…