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fourier-series

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High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial (Chebyshev nodes) and Fourier Series layers of arbitrary order. Piecewise implementations could be thought of as a 1d grid (for each neuron) where each grid element is Lagrange polynomial. Both full connected a…

  • Updated May 30, 2024
  • Python

This repo specifically contains all the numerical experiments conducted during my MS-Thesis Project sharing the same title. Major languages used in the span of this project are Python, Matlab and Mathematica. The code files are well-commented and are the codes self-explanatory.

  • Updated Apr 6, 2024
  • Jupyter Notebook

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