sparsity-optimization

There are 0 repository under sparsity-optimization topic.

abess-team / skscope
skscope: Sparse-Constrained OPtimization via itErative-solvers
python sparsity-optimization scikit-learn nonlinear-optimization auto-differentiation jax non-convex-optimization
Language:Python 286
RAIVNLab / STR
Soft Threshold Weight Reparameterization for Learnable Sparsity
sparsity learnable-sparsity sparsity-optimization cnn efficient-inference edge-machine-learning soft-thresholding str imagenet resource-efficient icml-2020 icml icml2020 soft-threshold-reparameterization
Language:Python 84
NumDiff
jacobwilliams / NumDiff
Modern Fortran Numerical Differentiation Library
differentiation numerical-methods optimization sparsity-optimization graph-coloring finite-differences numerical-differentiation
Language:Fortran 62
HuangCongQing / model-compression-optimization
model compression and optimization for deployment for Pytorch, including knowledge distillation, quantization and pruning.(知识蒸馏，量化，剪枝)
quantized-networks model-compression pruning pytorch quantization sparsity sparsity-optimization knowledge-distillation nas
Language:Python 14
prateekgv / sasdpr
MATLAB implementation of sparsity-assisted signal denoising and pattern recognition in time-series data
denoising pattern-recognition signal-processing sparsity-optimization
Language:MATLAB 12
Compressed-DNNs-Forget
lattice-ai / Compressed-DNNs-Forget
Minimal Reproducibility Study of (https://arxiv.org/abs/1911.05248). Experiments with Compression of Deep Neural Networks
deep-neural-networks deep-learning neural-network pruning neural-network-pruning model-optimization sparsity sparsity-optimization tensorflow deeplearning celeba celeba-dataset tensorflow-lite tflite tracker-misc
Language:Python 9
d-becking / efficientCNNs
Finding Storage- and Compute-Efficient Convolutional Neural Networks
micronet-challenge compound-scaling quantization sparsity efficient-inference pytorch neural-network neural-architecture-search entropy-coding efficient-neural-networks ec2t sparsity-optimization quantization-algorithms
Language:Python 7
neurips-2019-micronet-challenge
d-becking / neurips-2019-micronet-challenge
NeurIPS 2019 MicroNet Challenge
micronet-challenge efficient-neural-networks compound-scaling quantization quantization-algorithms sparsity sparsity-optimization efficient-inference pytorch neural-network neural-architecture-search entropy-coding ec2t
Language:Python 6
APRILE-Exp
NYXFLOWER / APRILE-Exp
This is the repository for reproducing results in "APRILE: Exploring the Molecular Mechanisms of Drug Side Effects with Explainable Graph Neural Networks".
gnn explainable-ai side-effects drug-target-interactions gene-gene gene-ontology sparsity-optimization
Language:Python 4
CISiPLab / cisip-CoCa
Compact Image Captioning (CoCA) is an open source image captioning project to promote Green Computer Vision, as well as to make image captioning research accessible to universities, research labs and individual practitioners with limited financial resources.
deep-compression green-computing image-captioning ms-coco computer-vision natural-language-processing lottery-ticket-hypothesis pruning sparsity-optimization
Language:Python 3
robodhruv / constrained-projections
Authors' implementation for "Designing Constrained Projections for Compressed Sensing: Mean Errors and Anomalies with Coherence", IEEE GlobalSIP 2018
statistical-learning compressed-sensing sparsity-optimization
Language:MATLAB 3
javzapata / Presentations
Presentations I have prepared for different courses and lab seminar throughout my PhD
deep-learning machine-learning functional-data-analysis graphical-models sparsity-optimization neuroimaging kernel-methods data-science
0
MyWhiteCastle / BME-590-Project3
Light Implementation on Model Compression - BME590-02-Final Project
modelcompression keras-tensorflow sparsity-optimization deeplearning
Language:Jupyter Notebook 0
a-petr / OWL
Code Repository for "Orthogonally Weighted Regularization for Rank-Aware Joint Sparse Recovery: Algorithm and Analysis" Authors: A. Petrosyan, K. Pieper, H. Tran
compressed-sensing feature-selection joint-sparsity python sparsity-optimization
Language:Python