{"id":35034967,"url":"https://github.com/pydoe/pydoe","last_synced_at":"2026-02-21T13:00:31.460Z","repository":{"id":47050154,"uuid":"12413061","full_name":"pydoe/pydoe","owner":"pydoe","description":"Design of Experiments for Python","archived":false,"fork":false,"pushed_at":"2026-02-16T05:30:21.000Z","size":3339,"stargazers_count":299,"open_issues_count":0,"forks_count":117,"subscribers_count":24,"default_branch":"master","last_synced_at":"2026-02-16T12:07:19.211Z","etag":null,"topics":["design-of-experiments","python"],"latest_commit_sha":null,"homepage":"https://pydoe.github.io/pydoe/","language":"Python","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/pydoe.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"docs/contributing.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","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":"2013-08-27T17:42:03.000Z","updated_at":"2026-02-16T05:28:57.000Z","dependencies_parsed_at":"2026-01-01T09:06:37.907Z","dependency_job_id":null,"html_url":"https://github.com/pydoe/pydoe","commit_stats":null,"previous_names":["pydoe/pydoe"],"tags_count":33,"template":false,"template_full_name":null,"purl":"pkg:github/pydoe/pydoe","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydoe%2Fpydoe","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydoe%2Fpydoe/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydoe%2Fpydoe/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydoe%2Fpydoe/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pydoe","download_url":"https://codeload.github.com/pydoe/pydoe/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pydoe%2Fpydoe/sbom","scorecard":{"id":887742,"data":{"date":"2025-08-11","repo":{"name":"github.com/tisimst/pyDOE","commit":"436143702507a5c8ff87b361223eee8171d6a1d7"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3,"checks":[{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Dangerous-Workflow","score":-1,"reason":"no workflows found","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Code-Review","score":0,"reason":"Found 1/29 approved changesets -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Token-Permissions","score":-1,"reason":"No tokens found","details":null,"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Pinned-Dependencies","score":-1,"reason":"no dependencies found","details":null,"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"Vulnerabilities","score":10,"reason":"0 existing vulnerabilities detected","details":null,"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: BSD 3-Clause \"New\" or \"Revised\" License: LICENSE:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":0,"reason":"branch protection not enabled on development/release branches","details":["Warn: branch protection not enabled for branch 'master'"],"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 2 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}}]},"last_synced_at":"2025-08-24T10:38:19.011Z","repository_id":47050154,"created_at":"2025-08-24T10:38:19.011Z","updated_at":"2025-08-24T10:38:19.011Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29681468,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-21T12:30:22.644Z","status":"ssl_error","status_checked_at":"2026-02-21T12:29:55.402Z","response_time":107,"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":["design-of-experiments","python"],"created_at":"2025-12-27T07:47:48.460Z","updated_at":"2026-02-21T13:00:31.455Z","avatar_url":"https://github.com/pydoe.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"PyDOE: An Experimental Design Package for Python\n================================================\n\n[![Tests](https://github.com/pydoe/pydoe/actions/workflows/code_test.yml/badge.svg)](https://github.com/pydoe/pydoe/actions/workflows/code_test.yml)\n[![Documentation](https://github.com/pydoe/pydoe/actions/workflows/docs_build.yml/badge.svg)](https://github.com/pydoe/pydoe/actions/workflows/docs_build.yml)\n[![DOI](https://zenodo.org/badge/709347557.svg)](https://zenodo.org/doi/10.5281/zenodo.10958492)\n[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)\n\n[![Stack Overflow](https://img.shields.io/badge/stackoverflow-Ask%20questions-blue.svg)](\nhttps://stackoverflow.com/questions/tagged/pydoe)\n[![codecov](https://codecov.io/gh/pydoe/pydoe/branch/master/graph/badge.svg)](https://codecov.io/gh/pydoe/pydoe)\n[![License](https://img.shields.io/badge/license-BSD%203--Clause-blue.svg)](./LICENSE)\n\n[![PyPI Downloads](https://img.shields.io/pypi/dm/pydoe.svg?label=PyPI%20downloads)](https://pypi.org/project/pydoe/)\n[![Conda Downloads](https://img.shields.io/conda/dn/conda-forge/pydoe.svg?label=Conda%20downloads)](https://anaconda.org/conda-forge/pydoe)\n[![Python versions](https://img.shields.io/pypi/pyversions/pydoe.svg)](https://pypi.org/project/pydoe/)\n\nPyDOE is a Python package for design of experiments (DOE), enabling scientists, engineers, and statisticians to efficiently construct experimental designs.\n\n- **Website:** https://pydoe.github.io/pydoe/\n- **Documentation:** https://pydoe.github.io/pydoe/reference/factorial/\n- **Source code:** https://github.com/pydoe/pydoe\n- **Contributing:** https://pydoe.github.io/pydoe/contributing/\n- **Bug reports:** https://github.com/pydoe/pydoe/issues\n\n\nOverview\n--------\n\nThe package provides extensive support for design-of-experiments (DOE) methods and is capable of creating designs for any number of factors.\n\nIt provides:\n\n- **Factorial Designs**\n  - General Full-Factorial (``fullfact``)\n  - 2-level Full-Factorial (``ff2n``)\n  - 2-level Fractional Factorial (``fracfact``, ``fracfact_aliasing``, ``fracfact_by_res``, ``fracfact_opt``, ``alias_vector_indices``)\n  - Plackett-Burman (``pbdesign``)\n  - Generalized Subset Designs (``gsd``)\n  - Fold-over Designs (``fold``)\n\n- **Response-Surface Designs**\n  - Box-Behnken (``bbdesign``)\n  - Central-Composite (``ccdesign``)\n  - Doehlert Design (``doehlert_shell_design``, ``doehlert_simplex_design``)\n  - Star Designs (``star``)\n  - Union Designs (``union``)\n  - Repeated Center Points (``repeat_center``)\n\n- **Space-Filling Designs**\n  - Latin-Hypercube (``lhs``)\n  - Random Uniform (``random_uniform``)\n\n- **Low-Discrepancy Sequences**\n  - Sukharev Grid (``sukharev_grid``)\n  - Sobol’ Sequence (``sobol_sequence``)\n  - Halton Sequence (``halton_sequence``)\n  - Rank-1 Lattice Design (``rank1_lattice``)\n  - Korobov Sequence (``korobov_sequence``)\n  - Cranley-Patterson Randomization (``cranley_patterson_shift``)\n\n- **Clustering Designs**\n  - Random K-Means (``random_k_means``)\n\n- **Sensitivity Analysis Designs**\n  - Morris Method (``morris_sampling``)\n  - Saltelli Sampling (``saltelli_sampling``)\n\n- **Taguchi Designs**\n  - Orthogonal arrays and robust design utilities (``taguchi_design``, ``compute_snr``, ``get_orthogonal_array``, ``list_orthogonal_arrays``, ``TaguchiObjective``)\n\n- **Optimal Designs**\n  - Advanced optimal design algorithms (``optimal_design``)\n  - Optimality criteria (``a_optimality``, ``c_optimality``, ``d_optimality``, ``e_optimality``, ``g_optimality``, ``i_optimality``, ``s_optimality``, ``t_optimality``, ``v_optimality``)\n  - Efficiency measures (``a_efficiency``, ``d_efficiency``)\n  - Search algorithms (``sequential_dykstra``, ``simple_exchange_wynn_mitchell``, ``fedorov``, ``modified_fedorov``, ``detmax``)\n  - Design utilities (``criterion_value``, ``information_matrix``, ``build_design_matrix``, ``build_uniform_moment_matrix``, ``generate_candidate_set``)\n\n- **Sparse Grid Designs**\n  - Sparse Grid Design (``doe_sparse_grid``)\n  - Sparse Grid Dimension (``sparse_grid_dimension``)\n\nInstallation\n------------\n\n```bash\npip install pydoe\n```\n\nCredits\n-------\nFor more info see: https://pydoe.github.io/pydoe/credits/\n\nLicense\n-------\n\nThis package is provided under the *BSD License* (3-clause)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpydoe%2Fpydoe","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpydoe%2Fpydoe","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpydoe%2Fpydoe/lists"}