{"id":20841038,"url":"https://github.com/benchopt/benchmark_lasso_path","last_synced_at":"2025-10-27T07:19:27.631Z","repository":{"id":38190833,"uuid":"481525372","full_name":"benchopt/benchmark_lasso_path","owner":"benchopt","description":"Benchopt benchmark for Lasso path","archived":false,"fork":false,"pushed_at":"2023-06-28T12:24:10.000Z","size":57,"stargazers_count":4,"open_issues_count":4,"forks_count":4,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-05-08T22:06:58.660Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","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/benchopt.png","metadata":{"files":{"readme":"README.rst","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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-04-14T08:26:01.000Z","updated_at":"2022-11-02T15:43:52.000Z","dependencies_parsed_at":"2025-05-08T22:06:59.618Z","dependency_job_id":"0fbbe108-0ecf-4d34-848f-8cf9f4241060","html_url":"https://github.com/benchopt/benchmark_lasso_path","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":"benchopt/template_benchmark","purl":"pkg:github/benchopt/benchmark_lasso_path","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/benchopt%2Fbenchmark_lasso_path","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/benchopt%2Fbenchmark_lasso_path/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/benchopt%2Fbenchmark_lasso_path/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/benchopt%2Fbenchmark_lasso_path/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/benchopt","download_url":"https://codeload.github.com/benchopt/benchmark_lasso_path/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/benchopt%2Fbenchmark_lasso_path/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261434111,"owners_count":23157201,"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":"2024-11-18T01:18:36.749Z","updated_at":"2025-10-27T07:19:27.549Z","avatar_url":"https://github.com/benchopt.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"Benchopt Benchmark for the Lasso Path\n=====================\n|Build Status| |Python 3.6+|\n\nBenchopt is a package to simplify and make more transparent and reproducible\nthe comparisons of optimization algorithms. This benchmark is dedicated to\nbenchmarking algorithms that solve the full lasso path, that is, solving\n\n$$\\\\min_w \\\\left(\\\\frac{1}{2} \\\\|y - Xw\\\\|^2_2 + \\\\lambda \\\\|w\\\\|_1\\\\right)$$\n\nfor a sequence of $\\\\lambda$ values.\n\nInstall\n--------\n\nThis benchmark can be run using the following commands:\n\n.. code-block::\n\n   conda create -n benchopt python\n   conda activate benchopt\n   pip install benchopt\n   git clone https://github.com/benchopt/benchmark_lasso_path\n   benchopt install -e benchmark_lasso_path \n   benchopt run -e benchmark_lasso_path \n\nApart from the problem, options can be passed to `benchopt run`, to restrict\nthe benchmarks to some solvers or datasets, e.g.:\n\n.. code-block::\n\n   benchopt run benchmark_lasso_path -s celer -d simulated --max-runs 10 --n-repetitions 10\n\nUse `benchopt run -h` for more details about these options, or visit\nhttps://benchopt.github.io/api.html.\n\n.. |Build Status| image::\n   https://github.com/benchopt/benchmark_lasso_path/workflows/Tests/badge.svg\n   :target: https://github.com/benchopt/benchmark_lasso_path/actions\n.. |Python 3.6+| image:: https://img.shields.io/badge/python-3.6%2B-blue\n   :target: https://www.python.org/downloads/release/python-360/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbenchopt%2Fbenchmark_lasso_path","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbenchopt%2Fbenchmark_lasso_path","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbenchopt%2Fbenchmark_lasso_path/lists"}