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sparse-network

Here are 5 public repositories matching this topic...

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 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 24, 2024
Python

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".

compression deep-learning pruning federated-learning distributed-learning sparse-network

Updated Feb 10, 2023
Python

BrosnanYuen / RayBNN_Neural

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

rust machine-learning cpu deep-learning neural-network gpu opencl machine-learning-algorithms parallel cuda neural-networks sparse-neural-networks sparse-network raybnn

Updated Jun 19, 2024
Rust

jloveric / language-interpolation

Experiments in language interpolation with high order sparse neural networks

natural-language-processing deep-learning gutenberg mamba lion kan high-order-methods pytorch-lightning piecewise-polynomial sparse-network sparse-mlp

Updated Oct 10, 2024
Python

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

Network analysis of Game of Thrones

python community-detection networkx connectivity gephi network-analysis random-graphs erdos-renyi centrality-measures sparse-network

Updated Aug 22, 2021
Jupyter Notebook

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