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  1. CSUMS2022_PINNs CSUMS2022_PINNs Public

    Simple examples of physics-informed neural networks

    Jupyter Notebook 2 1

  2. Optimizers Optimizers Public

    Python implemntation of Conjugate Gradient method and Adam, and Broyden–Fletcher–Goldfarb–Shanno (BFGS) optimizers from scratch.

    Jupyter Notebook 1

  3. Gaussian_Process Gaussian_Process Public

    A naive python implementation of the Gaussian Process from scratch.

    Jupyter Notebook