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…
grid
pytorch
deeplearning
spline
fourier-series
fluid-dynamics
kan
chebyshev-polynomials
lagrange-polynomial-interpolation
high-order-methods
discontinuous
pytorch-lightning
piecewise-polynomial
implicit-representions
sparse-network
hp-refinement
-
Updated
Jun 4, 2024 - Python