Projects in Awesome Lists tagged with sparse-network
A curated list of projects in awesome lists tagged with sparse-network .
https://github.com/jloveric/high-order-layers-torch
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.
chebyshev-polynomials deeplearning discontinuous fluid-dynamics fourier-series grid high-order-methods hp-refinement implicit-representions lagrange-polynomial-interpolation piecewise-polynomial pytorch pytorch-lightning sparse-network spline
Last synced: 19 Dec 2024
https://github.com/brosnanyuen/raybnn_neural
Neural Networks with Sparse Weights in Rust using GPUs, CPUs, and FPGAs via CUDA, OpenCL, and oneAPI
cpu cuda deep-learning gpu machine-learning machine-learning-algorithms neural-network neural-networks opencl parallel raybnn rust sparse-network sparse-neural-networks
Last synced: 09 Apr 2025
https://github.com/jloveric/language-interpolation
Experiments in language interpolation with high order sparse neural networks
deep-learning gutenberg high-order-methods kan lion mamba natural-language-processing piecewise-polynomial pytorch-lightning sparse-mlp sparse-network
Last synced: 12 Feb 2025