cr-sparse
Sparse solver library
A Python library providing a cohesive collection of functionalities for sparse signal processing problems
Functional models and algorithms for sparse signal processing
88 stars
6 watching
10 forks
Language: Jupyter Notebook
last commit: over 1 year ago
Linked from 1 awesome list
basis-pursuitcompressive-sensingconvex-optimizationfunctional-programmingjaxl1-regularizationlassolinear-operatorssparse-bayesian-learningsparse-linear-systemssparse-representationswavelets
n2cholas/awesome-jaxRelated projects:
| Repository | Description | Stars |
|---|---|---|
 facebookresearch/sparseconvnet | A PyTorch library that enables computationally efficient sparse convolutional networks by introducing Submanifold Sparse Convolutions. | 2,067 |
 indigits/sparse-plex | A collection of algorithms and techniques for exploiting sparse data representations to solve various problems in signal processing and machine learning. | 99 |
 lucasb-eyer/pydensecrf | A Python wrapper for fully connected CRFs with Gaussian edge potentials used in computer vision and machine learning. | 1,962 |
 hiroyuki-kasai/sparsegdlibrary | A collection of unconstrained optimization algorithms for sparse modeling in MATLAB | 53 |
 neuralmagic/sparseml | Enables the creation of smaller neural network models through efficient pruning and quantization techniques | 2,083 |
 tusimple/sparse-structure-selection | Re-implements sparse structure selection algorithm for deep neural networks in a modified MXNet framework. | 87 |
 sparsemat/sprs | A Rust library implementing sparse matrix data structures and linear algebra algorithms | 431 |
 hitcszx/lnl_sr | An implementation of a regularization technique to improve the accuracy of deep learning models trained with noisy labels. | 46 |
 xlearning-scu/2021-cvpr-mrl | Develops a robust learning framework to handle noisy labels in multimodal data and improve cross-modal retrieval. | 13 |
 ocramz/sparse-linear-algebra | Provides a platform for scientific computation in Haskell with focus on linear algebra and numerical analysis | 89 |
 james-bowman/sparse | A package implementing various sparse matrix formats for efficient linear algebra operations | 160 |
 openai/sparse_attention | Provides primitives for sparse attention mechanisms used in transformer models to improve computational efficiency and scalability | 1,533 |
 drtimothyaldendavis/suitesparse | A collection of algorithms and data structures for working with sparse matrices in C. | 1,200 |
 okerew/okrolearn | A Python machine learning library providing efficient array operations and neural network functionality | 3 |
 google-research/sputnik | A library of optimized GPU kernels for sparse matrix operations used in deep learning. | 248 |