{"id":329328,"name":"Synthia: multidimensional synthetic data generation in Python","description":"Synthia: multidimensional synthetic data generation in Python - Published in JOSS (2021)","url":"https://github.com/dmey/synthia","last_synced_at":"2025-10-26T17:53:18.081Z","repository":{"id":44932655,"uuid":"244198482","full_name":"dmey/synthia","owner":"dmey","description":"📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python","archived":false,"fork":false,"pushed_at":"2023-09-28T23:55:55.000Z","size":20688,"stargazers_count":64,"open_issues_count":2,"forks_count":10,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-10-18T01:17:11.001Z","etag":null,"topics":["augmentation","climate","copula","data-augmentation","data-generation","data-generator","data-modelling","data-science","dependency-analysis","dependency-modeling","finance","fpca","functional-data","machine-learning","oversampling","principal-component-analysis","statistics","synthetic-data","weather","xarray"],"latest_commit_sha":null,"homepage":"https://dmey.github.io/synthia","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/dmey.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.txt","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.txt","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":".zenodo.json"}},"created_at":"2020-03-01T18:04:55.000Z","updated_at":"2025-05-21T23:44:43.000Z","dependencies_parsed_at":"2024-01-06T13:09:33.922Z","dependency_job_id":"0a378628-df42-45f1-ac5c-04bf6959ea50","html_url":"https://github.com/dmey/synthia","commit_stats":{"total_commits":59,"total_committers":4,"mean_commits":14.75,"dds":"0.11864406779661019","last_synced_commit":"84382d28fabc3f818c496624b2a39515e31cc530"},"previous_names":[],"tags_count":6,"template":false,"template_full_name":null,"purl":"pkg:github/dmey/synthia","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmey%2Fsynthia","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmey%2Fsynthia/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmey%2Fsynthia/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmey%2Fsynthia/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dmey","download_url":"https://codeload.github.com/dmey/synthia/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmey%2Fsynthia/sbom","scorecard":{"id":347765,"data":{"date":"2025-08-11","repo":{"name":"github.com/dmey/synthia","commit":"84382d28fabc3f818c496624b2a39515e31cc530"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3.9,"checks":[{"name":"Code-Review","score":1,"reason":"Found 3/30 approved changesets -- score normalized to 1","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":"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":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/ci.yml:1","Info: no jobLevel write permissions found"],"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":"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":"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":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:16: update your workflow using https://app.stepsecurity.io/secureworkflow/dmey/synthia/ci.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/dmey/synthia/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:44: update your workflow using https://app.stepsecurity.io/secureworkflow/dmey/synthia/ci.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:46: update your workflow using https://app.stepsecurity.io/secureworkflow/dmey/synthia/ci.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:68: update your workflow using https://app.stepsecurity.io/secureworkflow/dmey/synthia/ci.yml/master?enable=pin","Info:   0 out of   2 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   3 third-party GitHubAction dependencies pinned"],"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":"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":"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":"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.txt:0","Info: FSF or OSI recognized license: MIT License: LICENSE.txt: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":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"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 9 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":"2025-08-18T07:32:51.886Z","repository_id":44932655,"created_at":"2025-08-18T07:32:51.886Z","updated_at":"2025-08-18T07:32:51.886Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":280717922,"owners_count":26379157,"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","status":"online","status_checked_at":"2025-10-23T02:00:06.710Z","response_time":142,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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"}},"owner":{"login":"dmey","name":null,"uuid":"26348635","kind":"user","description":"","email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/26348635?u=caf5f7e8f749a0c4c3b1a441f7a8e34a47b81b84\u0026v=4","repositories_count":2,"last_synced_at":"2023-03-11T14:45:52.326Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/dmey","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-02-15T03:39:45.349Z","updated_at":"2023-03-11T14:45:52.328Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dmey","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dmey/repositories"},"packages":[{"id":2938091,"name":"synthia","ecosystem":"pypi","description":"Multidimensional synthetic data generation in Python","homepage":"https://github.com/dmey/synthia","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/dmey/synthia","keywords_array":[],"namespace":null,"versions_count":6,"first_release_published_at":"2020-10-22T20:25:34.000Z","latest_release_published_at":"2021-09-01T11:27:23.000Z","latest_release_number":"1.1.0","last_synced_at":"2025-10-26T01:32:06.617Z","created_at":"2022-04-10T12:46:00.500Z","updated_at":"2025-10-26T14:15:10.032Z","registry_url":"https://pypi.org/project/synthia/","install_command":"pip install synthia --index-url https://pypi.org/simple","documentation_url":"https://synthia.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 4 - Beta","Intended Audience :: Science/Research","Programming Language :: Python :: 3"],"normalized_name":"synthia","project_status":null},"repo_metadata":{"id":44932655,"uuid":"244198482","full_name":"dmey/synthia","owner":"dmey","description":"📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python","archived":false,"fork":false,"pushed_at":"2023-09-28T23:55:55.000Z","size":20688,"stargazers_count":64,"open_issues_count":2,"forks_count":10,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-10-18T01:17:11.001Z","etag":null,"topics":["augmentation","climate","copula","data-augmentation","data-generation","data-generator","data-modelling","data-science","dependency-analysis","dependency-modeling","finance","fpca","functional-data","machine-learning","oversampling","principal-component-analysis","statistics","synthetic-data","weather","xarray"],"latest_commit_sha":null,"homepage":"https://dmey.github.io/synthia","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/dmey.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.txt","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.txt","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":".zenodo.json"}},"created_at":"2020-03-01T18:04:55.000Z","updated_at":"2025-05-21T23:44:43.000Z","dependencies_parsed_at":"2024-01-06T13:09:33.922Z","dependency_job_id":"0a378628-df42-45f1-ac5c-04bf6959ea50","html_url":"https://github.com/dmey/synthia","commit_stats":{"total_commits":59,"total_committers":4,"mean_commits":14.75,"dds":"0.11864406779661019","last_synced_commit":"84382d28fabc3f818c496624b2a39515e31cc530"},"previous_names":[],"tags_count":6,"template":false,"template_full_name":null,"purl":"pkg:github/dmey/synthia","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmey%2Fsynthia","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmey%2Fsynthia/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmey%2Fsynthia/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmey%2Fsynthia/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dmey","download_url":"https://codeload.github.com/dmey/synthia/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmey%2Fsynthia/sbom","scorecard":{"id":347765,"data":{"date":"2025-08-11","repo":{"name":"github.com/dmey/synthia","commit":"84382d28fabc3f818c496624b2a39515e31cc530"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3.9,"checks":[{"name":"Code-Review","score":1,"reason":"Found 3/30 approved changesets -- score normalized to 1","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":"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":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","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":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Warn: no topLevel permission defined: .github/workflows/ci.yml:1","Info: no jobLevel write permissions found"],"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":"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":"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":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:16: update your workflow using https://app.stepsecurity.io/secureworkflow/dmey/synthia/ci.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/dmey/synthia/ci.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:44: update your workflow using https://app.stepsecurity.io/secureworkflow/dmey/synthia/ci.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:46: update your workflow using https://app.stepsecurity.io/secureworkflow/dmey/synthia/ci.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:68: update your workflow using https://app.stepsecurity.io/secureworkflow/dmey/synthia/ci.yml/master?enable=pin","Info:   0 out of   2 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   3 third-party GitHubAction dependencies pinned"],"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":"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":"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":"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.txt:0","Info: FSF or OSI recognized license: MIT License: LICENSE.txt: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":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"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 9 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":"2025-08-18T07:32:51.886Z","repository_id":44932655,"created_at":"2025-08-18T07:32:51.886Z","updated_at":"2025-08-18T07:32:51.886Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":280717922,"owners_count":26379157,"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","status":"online","status_checked_at":"2025-10-23T02:00:06.710Z","response_time":142,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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"},"owner_record":{"login":"dmey","name":null,"uuid":"26348635","kind":"user","description":"","email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/26348635?u=caf5f7e8f749a0c4c3b1a441f7a8e34a47b81b84\u0026v=4","repositories_count":2,"last_synced_at":"2023-03-11T14:45:52.326Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/dmey","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-02-15T03:39:45.349Z","updated_at":"2023-03-11T14:45:52.328Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dmey","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dmey/repositories"},"tags":[]},"repo_metadata_updated_at":"2025-10-26T14:15:10.032Z","dependent_packages_count":1,"downloads":73,"downloads_period":"last-month","dependent_repos_count":2,"rankings":{"downloads":28.085990856908243,"dependent_repos_count":11.868109315583727,"dependent_packages_count":3.2713415717121803,"stargazers_count":10.083335307168179,"forks_count":13.359287746701764,"docker_downloads_count":null,"average":13.33361295961482},"purl":"pkg:pypi/synthia","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/synthia","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/synthia","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/synthia/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-31T19:38:42.601Z","issues_count":11,"pull_requests_count":21,"avg_time_to_close_issue":3953133.8,"avg_time_to_close_pull_request":2074870.2,"issues_closed_count":10,"pull_requests_closed_count":20,"pull_request_authors_count":5,"issue_authors_count":6,"avg_comments_per_issue":1.9090909090909092,"avg_comments_per_pull_request":0.09523809523809523,"merged_pull_requests_count":19,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmey%2Fsynthia/issues","maintainers":[{"login":"dmey","count":15,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/dmey"},{"login":"tnagler","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/tnagler"},{"login":"letmaik","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/letmaik"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/synthia/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/synthia/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/synthia/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/synthia/related_packages","codemeta_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/synthia/codemeta","maintainers":[{"uuid":"dmey","login":"dmey","name":null,"email":null,"url":null,"packages_count":2,"html_url":"https://pypi.org/user/dmey/","role":null,"created_at":"2023-02-25T14:22:12.544Z","updated_at":"2023-02-25T14:22:12.544Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/dmey/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":743698,"maintainers_count":315677,"namespaces_count":0,"keywords_count":245555,"github":"pypi","metadata":{"funded_packages_count":52283},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-10-26T07:09:07.316Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":668112,"full_name":"dmey/synthia","default_branch":"master","total_commits":59,"total_committers":4,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":14.75,"dds":0.11864406779661019,"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2025-10-25T06:08:26.931Z","last_synced_commit":"84382d28fabc3f818c496624b2a39515e31cc530","created_at":"2023-03-09T10:21:18.689Z","updated_at":"2025-10-25T06:08:04.537Z","committers":[{"name":"dmey","email":"dmey","login":"dmey","count":52},{"name":"Thomas Nagler","email":"tnagler","login":"tnagler","count":4},{"name":"Maik Riechert","email":"maik.riechert@arcor.de","login":"letmaik","count":2},{"name":"Konrad Hinsen","email":"khinsen","login":"khinsen","count":1}],"past_year_committers":[],"commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmey%2Fsynthia/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-10-26T00:00:38.633Z","repositories_count":6088159,"commits_count":922388603,"contributors_count":35990580,"owners_count":1109198,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"dmey/synthia","html_url":"https://github.com/dmey/synthia","last_synced_at":"2025-08-31T19:38:42.601Z","status":"error","issues_count":11,"pull_requests_count":21,"avg_time_to_close_issue":3953133.8,"avg_time_to_close_pull_request":2074870.2,"issues_closed_count":10,"pull_requests_closed_count":20,"pull_request_authors_count":5,"issue_authors_count":6,"avg_comments_per_issue":1.9090909090909092,"avg_comments_per_pull_request":0.09523809523809523,"merged_pull_requests_count":19,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":1,"past_year_pull_requests_count":0,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":0,"past_year_issue_authors_count":1,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2023-05-15T01:02:38.572Z","updated_at":"2025-08-31T19:38:42.601Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmey%2Fsynthia","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/dmey%2Fsynthia/issues","issue_labels_count":{},"pull_request_labels_count":{"documentation":1,"enhancement":1},"issue_author_associations_count":{"NONE":6,"OWNER":3,"CONTRIBUTOR":2},"pull_request_author_associations_count":{"OWNER":12,"COLLABORATOR":6,"CONTRIBUTOR":2,"NONE":1},"issue_authors":{"mnarayan":3,"dmey":3,"khinsen":2,"BigTuna08":1,"nathan-greeneltch":1,"NickBanana7":1},"pull_request_authors":{"dmey":12,"tnagler":4,"khinsen":2,"letmaik":2,"icarosadero":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-10-26T00:00:12.178Z","repositories_count":11177909,"issues_count":34760479,"pull_requests_count":112670608,"authors_count":11041392,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{"NONE":1},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{"NickBanana7":1},"past_year_pull_request_authors":{},"maintainers":[{"login":"dmey","count":15,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/dmey"},{"login":"tnagler","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/tnagler"},{"login":"letmaik","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/letmaik"}],"active_maintainers":[]},"events":{"total":{"IssuesEvent":1,"WatchEvent":9,"ForkEvent":1},"last_year":{"IssuesEvent":1,"WatchEvent":8,"ForkEvent":1}},"keywords":["augmentation","climate","copula","data-augmentation","data-generation","data-generator","data-modelling","data-science","dependency-analysis","dependency-modeling","finance","fpca","functional-data","machine-learning","oversampling","principal-component-analysis","statistics","synthetic-data","weather","xarray"],"dependencies":null,"score":9.919754525,"created_at":"2025-10-26T17:05:45.153Z","updated_at":"2025-10-26T17:53:18.103Z","avatar_url":"https://github.com/dmey.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":73,"total_dependent_repos":2,"total_dependent_packages":1,"readme":null,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":["forecasting-model"],"project_url":"https://ost.ecosyste.ms/api/v1/projects/329328","html_url":"https://ost.ecosyste.ms/projects/329328"}