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Pinned

  1. flask-portfolio flask-portfolio Public

    Portfolio and blog

    Python

  2. Gradient_descent Gradient_descent Public

    Gradient descent algorithm

    Jupyter Notebook

  3. Orthogonal_proj Orthogonal_proj Public

    Orthogonal Projection onto N-dimension and 1D. Numpy and PCA linear algebra implementation (gram_schmidt process not developped because no way to vectorize its process)

    Jupyter Notebook

  4. PCA_algorithm PCA_algorithm Public

    PCA algortihm from scratch (almost) + MNIST data loaded (no external data download needed)

    Jupyter Notebook