sparsity-optimization · GitHub Topics

abess-team / skscope

skscope: Sparse-Constrained OPtimization via itErative-solvers

Python sparsity-optimization scikit-learn nonlinear-optimization auto-differentiation jax

Python 331

5 个月前

RAIVNLab / STR

Soft Threshold Weight Reparameterization for Learnable Sparsity

sparsity sparsity-optimization cnn efficient-inference edge-machine-learning imagenet icml

Python 87

2 年前

jacobwilliams / NumDiff

Modern Fortran Numerical Differentiation Library

differentiation numerical-methods optimization sparsity-optimization

Fortran 67

1 年前

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)

model-compression pruning PyTorch quantization sparsity sparsity-optimization knowledge-distillation nas

Python 18

6 个月前

prateekgv / sasdpr

MATLAB implementation of sparsity-assisted signal denoising and pattern recognition in time-series data

signal-processing sparsity-optimization denoising pattern-recognition

MATLAB 16

4 年前

lattice-ai / Compressed-DNNs-Forget

#计算机科学#Minimal Reproducibility Study of (https://arxiv.org/abs/1911.05248). Experiments with Compression of Deep Neural Networks

深度神经网络深度学习神经网络 pruning sparsity sparsity-optimization Tensorflow celeba tensorflow-lite tflite

Python 9

4 年前

d-becking / efficientCNNs

Finding Storage- and Compute-Efficient Convolutional Neural Networks

quantization sparsity efficient-inference PyTorch 神经网络 neural-architecture-search efficient-neural-networks sparsity-optimization

Python 7

2 年前

d-becking / neurips-2019-micronet-challenge

NeurIPS 2019 MicroNet Challenge

efficient-neural-networks quantization sparsity sparsity-optimization efficient-inference PyTorch 神经网络 neural-architecture-search

Python 6

2 年前

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 sparsity-optimization

Python 4

2 年前

CISiPLab / cisip-CoCa

#自然语言处理#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 ...

image-captioning 机器视觉自然语言处理 pruning sparsity-optimization

Python 3

2 年前

robodhruv / constrained-projections

Authors' implementation for "Designing Constrained Projections for Compressed Sensing: Mean Errors and Anomalies with Coherence", IEEE GlobalSIP 2018

statistical-learning sparsity-optimization

MATLAB 3

6 年前

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

feature-selection Python sparsity-optimization

Python 2

1 年前

abess-team / skscope-Fast-Sparsity-Constrained-Optimization-in-Python

Reproducible materials for "skscope: Fast Sparsity-Constrained Optimization in Python"

Python sparsity-optimization

C++ 1

1 个月前