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Search results for pytorch splines

3 search results found

Torchcubicspline ⭐ 112

Interpolating natural cubic splines. Includes batching, GPU support, support for missing values, evaluating derivatives of the spline, and backpropagation.

Python implementation of Bayesian Program Learning tools (with PyTorch)

High Order Layers Torch ⭐ 9

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 and convolutional layers included.

Neural_spline_enhancement ⭐ 8

Personalization of the image enhancement style from few samples.

Torch Cubic Spline Grids ⭐ 6

Cubic spline interpolation on multidimensional grids in PyTorch

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