{"id":42194646,"url":"https://github.com/scientific-python/faster-scientific-python-ideas","last_synced_at":"2026-01-27T00:02:12.103Z","repository":{"id":249287004,"uuid":"831099933","full_name":"scientific-python/faster-scientific-python-ideas","owner":"scientific-python","description":"Brainstorm how to make scientific Python ecosystem faster","archived":false,"fork":false,"pushed_at":"2024-07-19T17:00:15.000Z","size":5,"stargazers_count":10,"open_issues_count":10,"forks_count":0,"subscribers_count":9,"default_branch":"main","last_synced_at":"2025-10-10T06:27:00.168Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":null,"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/scientific-python.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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}},"created_at":"2024-07-19T16:53:49.000Z","updated_at":"2024-08-13T14:04:07.000Z","dependencies_parsed_at":"2024-07-19T22:23:27.084Z","dependency_job_id":null,"html_url":"https://github.com/scientific-python/faster-scientific-python-ideas","commit_stats":null,"previous_names":["scientific-python/faster-scientific-python-ideas"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/scientific-python/faster-scientific-python-ideas","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scientific-python%2Ffaster-scientific-python-ideas","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scientific-python%2Ffaster-scientific-python-ideas/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scientific-python%2Ffaster-scientific-python-ideas/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scientific-python%2Ffaster-scientific-python-ideas/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/scientific-python","download_url":"https://codeload.github.com/scientific-python/faster-scientific-python-ideas/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/scientific-python%2Ffaster-scientific-python-ideas/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28792638,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-26T21:49:50.245Z","status":"ssl_error","status_checked_at":"2026-01-26T21:48:29.455Z","response_time":59,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":"2026-01-27T00:02:10.969Z","updated_at":"2026-01-27T00:02:12.095Z","avatar_url":"https://github.com/scientific-python.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Ideas for how to make scientific Python faster\n\nInspired by the [Faster CPython Ideas](https://github.com/faster-cpython/ideas) repository and proposed [here](https://discuss.scientific-python.org/t/towards-a-faster-python-project-for-scientific-python/1294\n), this repository is a cross-project location:\n\n- to collect user stories, pain points and (however rough) ideas\n- to collect individual incremental wins within various projects/libraries across the ecosystem\n\nNew ideas should be created as new [issues](https://github.com/faster-cpython/ideas/issues/new/choose).  It is ok if the idea is not fully formed---we treat them as discussions to arrive at something actionable.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscientific-python%2Ffaster-scientific-python-ideas","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fscientific-python%2Ffaster-scientific-python-ideas","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fscientific-python%2Ffaster-scientific-python-ideas/lists"}