Metadata-Version: 2.1
Name: cr-sparse
Version: 0.1.3
Summary: Accelerated sparse representations and compressive sensing
Home-page: https://carnotresearch.github.io/cr-sparse
Author: CR.Sparse Development Team
Author-email: contact@carnotresearch.com
License: Apache 2.0: http://www.apache.org/licenses/LICENSE-2.0
Download-URL: https://github.com/carnotresearch/cr-sparse/archive/0.1.3.tar.gz
Project-URL: Issue Tracker, https://github.com/carnotresearch/cr-sparse/issues
Description: Accelerated sparse representations and compressive sensing
        ====================================================================
        
        
        This library aims to provide XLA/JAX based Python implementations for
        various algorithms related to:
        
        * Sparse approximation
        * Compressive sensing
        * Dictionary learning
        
        
        Included sparse recovery algorithms:
        
        * Orthogonal matching pursuit
        * Compressive sampling matching pursuit
        
        
        The library also provides
        
        * Various simple dictionaries and sensing matrices
        * Sample data generation utilities
        * Framework for evaluation of sparse recovery algorithms
        
        `Documentation <https://carnotresearch.github.io/cr-sparse>`_ | 
        `Code <https://github.com/carnotresearch/cr-sparse>`_ | 
        `Issues <https://github.com/carnotresearch/cr-sparse/issues>`_ | 
        `Discussions <https://github.com/carnotresearch/cr-sparse/discussions>`_ |
        `Sparse-Plex <https://sparse-plex.readthedocs.io>`_
        
Keywords: Computer Vision
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Multimedia
Classifier: Topic :: Multimedia :: Video
Classifier: Topic :: Scientific/Engineering :: Image Processing
Classifier: Topic :: Scientific/Engineering :: Image Recognition
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: Unix
Classifier: Operating System :: POSIX
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: Implementation :: CPython
Requires-Python: >=3.6
Provides-Extra: dev
Provides-Extra: docs
Provides-Extra: test
Provides-Extra: examples
