{"id":22669809,"url":"https://github.com/bwohlberg/sporco-cuda","last_synced_at":"2025-07-12T00:05:45.050Z","repository":{"id":57470227,"uuid":"115646667","full_name":"bwohlberg/sporco-cuda","owner":"bwohlberg","description":"CUDA extension for the SPORCO project","archived":false,"fork":false,"pushed_at":"2021-07-05T16:09:15.000Z","size":123,"stargazers_count":18,"open_issues_count":1,"forks_count":6,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-07-12T00:05:33.492Z","etag":null,"topics":["convolutional-sparse-coding","cuda","gpu"],"latest_commit_sha":null,"homepage":null,"language":"Cuda","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bwohlberg.png","metadata":{"files":{"readme":"README.rst","changelog":"CHANGES.rst","contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-12-28T17:47:23.000Z","updated_at":"2024-12-17T06:48:22.000Z","dependencies_parsed_at":"2022-09-19T14:36:03.486Z","dependency_job_id":null,"html_url":"https://github.com/bwohlberg/sporco-cuda","commit_stats":null,"previous_names":[],"tags_count":5,"template":false,"template_full_name":null,"purl":"pkg:github/bwohlberg/sporco-cuda","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bwohlberg%2Fsporco-cuda","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bwohlberg%2Fsporco-cuda/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bwohlberg%2Fsporco-cuda/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bwohlberg%2Fsporco-cuda/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bwohlberg","download_url":"https://codeload.github.com/bwohlberg/sporco-cuda/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bwohlberg%2Fsporco-cuda/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":264915991,"owners_count":23682957,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["convolutional-sparse-coding","cuda","gpu"],"created_at":"2024-12-09T15:41:03.494Z","updated_at":"2025-07-12T00:05:45.006Z","avatar_url":"https://github.com/bwohlberg.png","language":"Cuda","funding_links":[],"categories":[],"sub_categories":[],"readme":"SPORCO-CUDA\n===========\n\n\n.. image:: https://readthedocs.org/projects/sporco-cuda/badge/?version=latest\n    :target: http://sporco-cuda.readthedocs.io/en/latest/?badge=latest\n    :alt: Documentation Status\n.. image:: https://badge.fury.io/py/sporco-cuda.svg\n    :target: https://badge.fury.io/py/sporco-cuda\n    :alt: PyPi Release\n.. image:: https://img.shields.io/pypi/pyversions/sporco-cuda.svg\n    :target: https://github.com/bwohlberg/sporco-cuda\n    :alt: Supported Python Versions\n.. image:: https://img.shields.io/badge/License-BSD%203--Clause-blue.svg\n    :target: https://github.com/bwohlberg/sporco-cuda\n    :alt: Package License\n\n\nSPORCO-CUDA provides GPU-accelerated versions of selected convolutional sparse coding algorithms in the `SPORCO \u003chttps://github.com/bwohlberg/sporco\u003e`__ package. It is a component of `SPORCO`, and is subject to the same license, but is made available as an optional extension to avoid complicating the prerequisites and build/install procedure for the main part of `SPORCO`. If you use this software for published work, please `cite it \u003chttp://sporco.readthedocs.io/en/latest/overview.html#citing\u003e`__.\n\n\n\nDocumentation\n-------------\n\nDocumentation is available online at `Read the Docs \u003chttp://sporco-cuda.rtfd.io/\u003e`_, or can be built from the root directory of the source distribution by the command\n\n::\n\n   python setup.py build_sphinx\n\nin which case the HTML documentation can be found in the ``build/sphinx/html`` directory (the top-level document is ``index.html``).\n\n\n\n\nUsage\n-----\n\nScripts illustrating usage of the package can be found in the ``examples`` directory of the source distribution. These examples can be run from the root directory of the package by, for example\n\n::\n\n   python examples/cmp_cbpdn.py\n\n\nTo run these scripts prior to installing the package, it is necessary to build it in place, which involves the following steps:\n\n* Install the requirements described below\n\n* If ``nvcc`` is not already in the executable search path, add it; e.g\n\n  ::\n\n    export PATH=$PATH:/usr/local/cuda-10.1/bin\n\n  where ``/usr/local/cuda-10.1/bin`` is the path for CUDA compiler ``nvcc``.\n\n* Build the ``sporco-cuda`` package in place:\n\n  ::\n\n    python setup.py build_ext --inplace\n\n* Set the ``PYTHONPATH`` environment variable to include the root directory of the package. For example, in a ``bash`` shell\n\n  ::\n\n    export PYTHONPATH=$PYTHONPATH:`pwd`\n\n  from the root directory of the package.\n\n* If the ``sporco`` package is not installed, create a symlink from the SPORCO-CUDA package root directory to the ``sporco`` directory in the SPORCO package.\n\n\n\nRequirements\n------------\n\nThe primary requirements are Python, `sporco \u003chttps://github.com/bwohlberg/sporco\u003e`__ and its requirements, `Cython \u003chttp://cython.org/\u003e`_, and the `CUDA Toolkit \u003chttps://developer.nvidia.com/cuda-toolkit\u003e`_.\n\n\n\nInstallation\n------------\n\nSee the `installation instructions \u003chttp://sporco-cuda.rtfd.io/en/latest/install.html\u003e`_ in the `online documentation \u003chttp://sporco-cuda.rtfd.io/\u003e`_.\n\n\n\nLicense\n-------\n\nSPORCO-CUDA is part of the `SPORCO \u003chttps://github.com/bwohlberg/sporco\u003e`__ package and is distributed with the same 3-Clause BSD license; see the ``LICENSE`` file for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbwohlberg%2Fsporco-cuda","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbwohlberg%2Fsporco-cuda","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbwohlberg%2Fsporco-cuda/lists"}