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GitHub topics: sparse-network

BrosnanYuen/RayBNN_Neural

Neural Networks with Sparse Weights in Rust using GPUs, CPUs, and FPGAs via CUDA, OpenCL, and oneAPI

Language: Rust - Size: 10.8 MB - Last synced at: 8 days ago - Pushed at: 11 months ago - Stars: 3 - Forks: 1

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.

Language: Python - Size: 5.51 MB - Last synced at: 16 days ago - Pushed at: 11 months ago - Stars: 44 - Forks: 4

jloveric/language-interpolation

Experiments in language interpolation with high order sparse neural networks

Language: Python - Size: 1.55 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 1 - Forks: 1

BerivanIsik/sparse-random-networks

Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated Learning".

Language: Python - Size: 28.3 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

nbegumc/Network-Analysis-of-Game-of-Thrones

Network analysis of Game of Thrones

Language: Jupyter Notebook - Size: 1.8 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0