{"id":18966472,"url":"https://github.com/laminetourelab/explainable-ai","last_synced_at":"2026-01-25T07:34:22.406Z","repository":{"id":157538977,"uuid":"550770496","full_name":"LamineTourelab/Explainable-AI","owner":"LamineTourelab","description":"In this repository you will fine explainability of machine learning models.","archived":false,"fork":false,"pushed_at":"2023-02-17T22:18:41.000Z","size":9,"stargazers_count":9,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-02T08:43:32.796Z","etag":null,"topics":["explainability","explainable-ai","explainable-ml","explainerdashboard","interpretability","lime","machine-learning","model","shap","shapash","shapely","shapley","shapley-additive-explanations"],"latest_commit_sha":null,"homepage":"","language":null,"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/LamineTourelab.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2022-10-13T09:49:49.000Z","updated_at":"2025-05-05T08:01:45.000Z","dependencies_parsed_at":null,"dependency_job_id":"9e390f4f-7532-4304-842e-5010c30c572d","html_url":"https://github.com/LamineTourelab/Explainable-AI","commit_stats":null,"previous_names":["laminetourelab/explainable-ai","laminetou/explainable-ai"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/LamineTourelab/Explainable-AI","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LamineTourelab%2FExplainable-AI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LamineTourelab%2FExplainable-AI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LamineTourelab%2FExplainable-AI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LamineTourelab%2FExplainable-AI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/LamineTourelab","download_url":"https://codeload.github.com/LamineTourelab/Explainable-AI/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LamineTourelab%2FExplainable-AI/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28747607,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-25T05:12:38.112Z","status":"ssl_error","status_checked_at":"2026-01-25T05:04:50.338Z","response_time":113,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: 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":["explainability","explainable-ai","explainable-ml","explainerdashboard","interpretability","lime","machine-learning","model","shap","shapash","shapely","shapley","shapley-additive-explanations"],"created_at":"2024-11-08T14:37:17.746Z","updated_at":"2026-01-25T07:34:22.389Z","avatar_url":"https://github.com/LamineTourelab.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Explanability-of-ML-models\nIn this repository you will fine explainability of machine learning models.\n## Books and tools\n+ [Christophm book](https://christophm.github.io/interpretable-ml-book/preface-by-the-author.html)\n+ [Awesome Interpretable Machine Learning](https://github.com/lopusz/awesome-interpretable-machine-learning/blob/master/README.org)\n+ [Shap](https://github.com/slundberg/shap)\n+ [Explainer Dashboard](https://explainerdashboard.readthedocs.io/en/latest/)\n+ [LIME in Python](https://github.com/marcotcr/lime) and [in R](https://github.com/thomasp85/lime)\n+ [Interpretable AI - Building Explainable Machine Learning Systems](https://github.com/thampiman/interpretable-ai-book)\n## Open Courses\n[Interpretability and Explainability in Machine Learning Harvard](https://interpretable-ml-class.github.io/)\n\n![image](https://user-images.githubusercontent.com/93058160/219294849-e5f82a83-8de3-4924-88f7-f8509cda8365.png)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flaminetourelab%2Fexplainable-ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flaminetourelab%2Fexplainable-ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flaminetourelab%2Fexplainable-ai/lists"}