{"id":17083820,"url":"https://github.com/taehoonlee/sbfl","last_synced_at":"2025-03-23T13:27:00.459Z","repository":{"id":91979938,"uuid":"39294564","full_name":"taehoonlee/SBFL","owner":"taehoonlee","description":"Split Bregman method for fused Lasso","archived":false,"fork":false,"pushed_at":"2015-07-18T10:34:56.000Z","size":120,"stargazers_count":5,"open_issues_count":1,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-28T19:35:16.164Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Matlab","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/taehoonlee.png","metadata":{"files":{"readme":"Readme.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2015-07-18T10:19:28.000Z","updated_at":"2024-12-16T13:57:35.000Z","dependencies_parsed_at":"2023-03-13T17:36:49.480Z","dependency_job_id":null,"html_url":"https://github.com/taehoonlee/SBFL","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/taehoonlee%2FSBFL","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/taehoonlee%2FSBFL/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/taehoonlee%2FSBFL/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/taehoonlee%2FSBFL/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/taehoonlee","download_url":"https://codeload.github.com/taehoonlee/SBFL/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245106940,"owners_count":20561793,"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":[],"created_at":"2024-10-14T13:03:53.265Z","updated_at":"2025-03-23T13:27:00.428Z","avatar_url":"https://github.com/taehoonlee.png","language":"Matlab","funding_links":[],"categories":[],"sub_categories":[],"readme":"# SBFL\nSBFL is a MATLAB implementation of the split Bregman method for fused Lasso. Please refer [a paper](http://www.sciencedirect.com/science/article/pii/S0167947310004093) (Split Bregman method for large scale fused Lasso, Ye et al., CSDA 2011) for details.\u003cbr /\u003e\nCopyright (c) 2015 Taehoon Lee\n\n# Functions\n\u003cli\u003e SBFL.m: a linear system embedded in the SB-iteration is solved by matrix inversion. \u003c/li\u003e\n\u003cli\u003e SBFL_PCG.m: the liner system is solved by preconditioned conjugate gradients (PCG). \u003c/li\u003e\n\u003cli\u003e SBFL_CGLS.m: the liner system is solved by conjugate gradient for least squares problems (CGLS). \u003c/li\u003e\n\u003cli\u003e SBFL_PCGLS.m: the liner system is solved by preconditioned conjugate gradient for least squares problems (PCGLS). \u003c/li\u003e\n\n# Getting Started\nAn example is available on testSBFL.m. The Lena image can be found [here](http://www.ece.rice.edu/~wakin/images/).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftaehoonlee%2Fsbfl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftaehoonlee%2Fsbfl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftaehoonlee%2Fsbfl/lists"}