8000 sparsification · GitHub Topics · GitHub

More Web Proxy on the site http://driver.im/

#

sparsification

Here are 25 public repositories matching this topic...

deepsparse

neuralmagic / deepsparse

Sparsity-aware deep learning inference runtime for CPUs

nlp performance computer-vision inference machinelearning pruning object-detection pretrained-models quantization cpus onnx sparsification < 8000 a data-hydro-click="{"event_type":"explore.click","payload":{"click_context":"REPOSITORY_CARD","click_target":"TOPIC","click_visual_representation":"TOPIC_TAG","actor_id":null,"record_id":1983559,"originating_url":"https://github.com/topics/sparsification","user_id":null}}" data-hydro-click-hmac="9398d90972b2f79b082a0cae40a931a3f217cab6c2762074c80e7ed202115457" title="Topic: llm-inference" href="/topics/llm-inference" data-view-component="true" class="topic-tag topic-tag-link Link f6 mb-2">llm-inference deepsparse

Updated Jun 2, 2025
Python

sparseml

neuralmagic / sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

nlp sparsity tensorflow keras pytorch deep-learning-algorithms image-classification deep-learning-library pruning object-detection transfer-learning automl computer-vision-algorithms onnx deep-learning-models sparsification pruning-algorithms smaller-models sparsification-recipes

Updated Jun 2, 2025
Python

Ma-Lab-Berkeley / CRATE

Code for CRATE (Coding RAte reduction TransformEr).

compression sparsification transformer-architecture white-box-architecture

Updated Oct 23, 2024
Python

lucaslie / torchprune

A research library for pytorch-based neural network pruning, compression, and more.

machine-learning sparsity compression deep-learning pytorch neural-networks pruning tensor-decomposition neural-architecture-search weight-pruning sparsification filter-pruning tinyml generalization-ability coresets pruning-algorithms

Updated Nov 28, 2022
Shell

ivannz / cplxmodule

Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.

pytorch dropout complex-networks variational-bayes sparsification

Updated Jun 14, 2022
Python

Gumpest / SparseVLMs

[ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference".

efficiency sparsification vision-language-model sparsevlm

Updated May 18, 2025
Python

juliagusak / model-compression-and-acceleration-progress

Repository to track the progress in model compression and acceleration

acceleration compression neural-network pruning knowledge-distillation tensor-decomposition architecture-search low-rank sparsification

Updated Jun 19, 2021

fishmarch / SLAM_Map_Compression

[CVPR 2023] Efficient Map Sparsification Based on 2D and 3D Discretized Grids

map localization slam sparsification

Updated Sep 23, 2023
C++

lorenzMuller / kernelNet_MovieLens

deep-learning tensorflow autoencoder movie-recommendation sparsification

Updated Jun 28, 2019
Python

georgeretsi / SparsityLoss

(Unstructured) Weight Pruning via Adaptive Sparsity Loss

machine-learning deep-learning pytorch weight-pruning sparsification unstructured-pruning

Updated Sep 28, 2022
Python

mcognetta / LotteryTickets.jl

Sparsify Your Flux Models

flux machine-learning julia julia-language model-compression sparsification lottery-ticket-hypothesis

Updated Sep 20, 2023
Julia

nitarshan / neural-network-pruning-and-sparsification

TensorFlow implementation of weight and unit pruning and sparsification

tensorflow neural-networks pruning model-compression sparsification

Updated Nov 14, 2018
Jupyter Notebook

athglentis / feather

Feather is a module that enables effective sparsification of neural networks during training. This repository accompanies the paper "Feather: An Elegant Solution to Effective DNN Sparsification" (BMVC2023).

deep-learning pytorch imagenet pruning cifar100 weight-pruning sparsification resource-efficient

Updated Jul 15, 2024
Python

HaoweiLi778 / JointSQ

Simple Implementation of the CVPR 2024 Paper "JointSQ: Joint Sparsification-Quantization for Distributed Learning"

quantization big-model distributed-learning sparsification gradient-compression

Updated Dec 29, 2024
Python

pvti / NORTON

🌠 Enhanced Network Compression Through Tensor Decompositions and Pruning

cpd tensor-decomposition model-compression channel-pruning tucker-decomposition sparsification filter-pruning structured-pruning tinyml hybrid-compression

Updated Apr 17, 2025
Python

yashkim77 / Neural_Network_Pruning_Sparsification

TensorFlow implementation of weight and unit pruning and sparsification

python neural-network tensorflow pruning model-compression weight-pruning sparsification weight-matrix unit-pruning

Updated May 11, 2019
Jupyter Notebook

HamidrezaKmK / twice-ramanujan-sparsifiers

An implementation and report of the twice Ramanujan graph sparsifiers.

graphs sparsification ramanujan expanders semi-definite-programming

Updated Dec 23, 2022
Jupyter Notebook

owensgroup / sparsify.me

A simple C++14 and CUDA-based header-only library with tools for sparse-machine learning.

deep-neural-networks sparsity deeplearning sparse-matrix sparsifying-transform sparsification

Updated Aug 1, 2021
C++

yanismiraoui / SpaRG

Sparsely Reconstructed Graphs (SpaRG) for robust and interpretable fMRI analysis using GNNs and VAEs.

deep-learning vae neuroimaging fmri brain-connectivity generalization resting-state-fmri fmri-roi-analysis sparsification gnn connectomes

Updated Sep 22, 2024
Python

Natasha-R / Federated-Learning-Sparsification

The communication efficiency of federated learning is improved by sparsifying the parameters uploaded by the clients.

federated-learning sparsification communication-efficiency

Updated May 26, 2024
Python

Improve this page

Add a description, image, and links to the sparsification topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the sparsification topic, visit your repo's landing page and select "manage topics."

0