{"id":43931364,"url":"https://github.com/cloe-org/darkflipper","last_synced_at":"2026-02-07T00:06:40.642Z","repository":{"id":271790918,"uuid":"912999091","full_name":"cloe-org/darkflipper","owner":"cloe-org","description":"Dark Energy Figure of Merit and Figure of Bias calculations for Likelihood pipelines","archived":false,"fork":false,"pushed_at":"2025-02-03T14:34:12.000Z","size":66,"stargazers_count":0,"open_issues_count":2,"forks_count":0,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-06-25T06:29:47.586Z","etag":null,"topics":["cosmology","cosmology-inference","statistics"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cloe-org.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-01-06T20:32:37.000Z","updated_at":"2025-03-10T16:43:38.000Z","dependencies_parsed_at":"2025-01-09T22:44:54.741Z","dependency_job_id":"537fa0a7-7e5c-43b3-8e53-da66e95d5a79","html_url":"https://github.com/cloe-org/darkflipper","commit_stats":null,"previous_names":["cloe-org/darkflipper"],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/cloe-org/darkflipper","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloe-org%2Fdarkflipper","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloe-org%2Fdarkflipper/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloe-org%2Fdarkflipper/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloe-org%2Fdarkflipper/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cloe-org","download_url":"https://codeload.github.com/cloe-org/darkflipper/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloe-org%2Fdarkflipper/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29181265,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-06T23:15:33.022Z","status":"ssl_error","status_checked_at":"2026-02-06T23:15:09.128Z","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":["cosmology","cosmology-inference","statistics"],"created_at":"2026-02-07T00:06:39.983Z","updated_at":"2026-02-07T00:06:40.636Z","avatar_url":"https://github.com/cloe-org.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\n  \u003cimg src=\"docs/darkflipper-logo-white.png\" alt=\"darkflipper logo\" width=\"400\"\u003e\n\u003c/p\u003e\n\n**Flip the dark side of statistics in cosmology.**\nFigures of Merit, Bias, and statistical diagnostics such as p-values and much more.\n\n---\n\n## 🐬 What is _darkflipper_?\n\n`darkflipper` is a lightweight Python package delivering **essential statistical tools for cosmology** at ease:\n\nIt’s designed for scientists who:\n\n- are investigating systematics in cosmological data\n- care about **Figures of Merit** _and_ **Figures of Bias** in cosmological inference\n- want results that are robust, transparent, and publication-ready without worrying about definitions\n\n---\n\n## 📦 Installation\n\nOne command.\n\n```sh\npip install darkflipper\n```\n\n---\n\n## 🧩 Requirements\n\n`darkflipper` plays nicely with the standard packages:\n\n- Python ≥ 3.8\n- `numpy`\n- `scipy`\n- `matplotlib`\n- `getdist`\n- `shapely`\n\n---\n\n## 🤝 Contributing\n\nWant to help shape the dark side? We’d love to have you.\n\n1. **Open an issue** to discuss your idea — new feature, new statistics, or all-dreamy thought\n2. **Create a feature branch**\n   ```sh\n   git checkout -b feature/your-feature-name\n   ```\n3. **Commit your work**\n   ```sh\n   git commit -m \"Add awesome feature\"\n   ```\n4. **Push it**\n   ```sh\n   git push origin feature/your-feature-name\n   ```\n5. **Open a pull request** and let’s flip it together ✨\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcloe-org%2Fdarkflipper","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcloe-org%2Fdarkflipper","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcloe-org%2Fdarkflipper/lists"}