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  1. multilayer-perceptron multilayer-perceptron Public

    A Jupyter notebook that walks through an implementation of a single-hidden layer MLP.

    Jupyter Notebook 2

  2. document-similarity document-similarity Public

    A minimal implementation of MinHash LSH for document similarity.

    Jupyter Notebook

  3. nelder-mead nelder-mead Public

    A python implementation of the Nelder-Mead method for gradient free optimization.

    Python

  4. perceptron perceptron Public

    a Jupyter notebook that guides you through implementing a vanilla Perceptron.

    Jupyter Notebook