{"id":13413745,"url":"https://github.com/kzahedi/goent","last_synced_at":"2026-02-02T11:51:55.444Z","repository":{"id":57496909,"uuid":"99654101","full_name":"kzahedi/goent","owner":"kzahedi","description":"GO Implementation of Entropy Measures","archived":false,"fork":false,"pushed_at":"2019-04-03T09:41:55.000Z","size":3976,"stargazers_count":34,"open_issues_count":0,"forks_count":4,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-07-31T20:52:49.441Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Go","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/kzahedi.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}},"created_at":"2017-08-08T05:37:12.000Z","updated_at":"2023-12-29T07:02:15.000Z","dependencies_parsed_at":"2022-09-03T02:30:42.483Z","dependency_job_id":null,"html_url":"https://github.com/kzahedi/goent","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/kzahedi/goent","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kzahedi%2Fgoent","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kzahedi%2Fgoent/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kzahedi%2Fgoent/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kzahedi%2Fgoent/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kzahedi","download_url":"https://codeload.github.com/kzahedi/goent/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kzahedi%2Fgoent/sbom","scorecard":{"id":575829,"data":{"date":"2025-08-11","repo":{"name":"github.com/kzahedi/goent","commit":"49773660fa36d2c00274a17f03b72a25b7862fa7"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":3,"checks":[{"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 0/30 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":"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":"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":"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":"SAST","score":0,"reason":"no SAST tool detected","details":["Warn: no pull requests merged into dev branch"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"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":"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":"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":"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":"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":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE:0","Info: FSF or OSI recognized license: MIT 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"}}]},"last_synced_at":"2025-08-20T17:42:33.052Z","repository_id":57496909,"created_at":"2025-08-20T17:42:33.053Z","updated_at":"2025-08-20T17:42:33.053Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29011741,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-02T10:37:29.253Z","status":"ssl_error","status_checked_at":"2026-02-02T10:37:28.644Z","response_time":58,"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":"2024-07-30T20:01:47.978Z","updated_at":"2026-02-02T11:51:55.413Z","avatar_url":"https://github.com/kzahedi.png","language":"Go","funding_links":[],"categories":["Science and Data Analysis","科学与数据分析","Relational Databases","数据分析与数据科学","科学和数据分析","\u003cspan id=\"科学和数据分析-science-and-data-analysis\"\u003e科学和数据分析 Science and Data Analysis\u003c/span\u003e"],"sub_categories":["HTTP Clients","HTTP客户端","Advanced Console UIs","查询语","交流","\u003cspan id=\"高级控制台用户界面-advanced-console-uis\"\u003e高级控制台用户界面 Advanced Console UIs\u003c/span\u003e"],"readme":"# goent -  GO Implementation of Entropy Measures\n[![GoDoc](https://godoc.org/github.com/kzahedi/goent?status.svg)](https://godoc.org/github.com/kzahedi/goent) [![Build Status](https://travis-ci.org/kzahedi/goent.svg?branch=master)](https://travis-ci.org/kzahedi/goent) [![Coverage Status](https://coveralls.io/repos/github/kzahedi/goent/badge.svg?branch=master)](https://coveralls.io/github/kzahedi/goent?branch=master) [![Go Report Card](https://goreportcard.com/badge/github.com/kzahedi/goent)](https://goreportcard.com/report/github.com/kzahedi/goent) [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/avelino/awesome-go)\n\n## Measures for discrete state spaces\n### Averaged measures\n- Entropy\n    - Shannon\n    - Maximum Likelihood with Bias Correction\n    - Horvitz-Thompson\n    - Chao-Shen\n- Conditional Entropy\n- Mutual Information\n- Conditional Mutual Information\n- Max Entropy Estimations:\n    - Iterative Scaling\n- Information Decomposition (Bertschinger et al., 2014) for binary variables\n\n- Morphological Computation measures have been moved to gomi\n  https://github.com/kzahedi/gomi\n\n### State-dependent measures\n- Mutual Information\n- Conditional Mutual Information\n- Entropy (Shannon)\n\n- Morphological Computation measures have been moved to gomi\n  https://github.com/kzahedi/gomi\n\n\n## Measures for continuous state spaces\n### Averaged measures\n- Kraskov-Stoegbauer-Grassberger, Algorithm 1\n- Kraskov-Stoegbauer-Grassberger, Algorithm 2\n- Frenzel-Pompe\n\n- Morphological Computation measures have been moved to gomi\n  https://github.com/kzahedi/gomi\n\n\n### State-dependent measures\n- Kraskov-Stoegbauer-Grassberger, Algorithm 1\n- Kraskov-Stoegbauer-Grassberger, Algorithm 2\n- Frenzel-Pompe\n\n- Morphological Computation measures have been moved to gomi\n  https://github.com/kzahedi/gomi\n\n\nReferences:\n- T. M. Cover and J. A. Thomas. Elements of Information Theory, Volume 2nd. Wiley, Hoboken, New Jersey, USA, 2006.\n- I. Csiszar. i-divergence geometry of probability distributions and minimization problems. Ann. Probab., 3(1):146–158, 02 1975.\n- A. Chao and T.-J. Shen. Nonparametric estimation of shannon’s index of diversity when there are unseen species in sample. Environmental and Ecological Statistics, 10(4):429–443, 2003.\n- S. Frenzel and B. Pompe. Partial mutual information for coupling analysis of multivariate time series. Phys. Rev. Lett., 99:204101, Nov 2007.\n- A. Kraskov, H. Stoegbauer, and P. Grassberger. Estimating mutual information. Phys. Rev. E, 69:066138, Jun 2004.\nBertschinger2013aQuantifying\n- N. Bertschinger, J. Rauh, E. Olbrich, J. Jost, and N. Ay, Quantifying unique information, CoRR, 2013\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkzahedi%2Fgoent","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkzahedi%2Fgoent","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkzahedi%2Fgoent/lists"}