{"data":{"slug":"henripal-labnotebook","name":"labnotebook","tagline":"Tool for monitoring and managing machine learning experiments","github_url":"https://github.com/henripal/labnotebook","owner":"henripal","repo":"labnotebook","owner_avatar_url":"https://avatars.githubusercontent.com/u/14865193?v=4","primary_language":"Jupyter Notebook","stars":528,"forks":38,"topics":["experiment-manager","experimental-data","machine-learning","postgres","postgresql","python","reproducibility","reproducible-research","vuejs","webapp"],"archived":false,"github_pushed_at":"2018-03-31T02:06:31+00:00","maintenance_label":"Dormant","stars_delta_30d":0,"url":"https://www.graphcanon.com/tools/henripal-labnotebook","markdown_url":"https://www.graphcanon.com/tools/henripal-labnotebook.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/henripal-labnotebook","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=henripal-labnotebook","description":"LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experiments.","homepage_url":null,"license":"MIT","open_issues":4,"watchers":16,"ai_summary":"LabNotebook facilitates the process of recording, saving, querying, and observing various aspects of machine learning experimentation.","readme_excerpt":"### Install labnotebook:\n\nClone the repository:\n\n```\ngit clone https://github.com/henripal/labnotebook.git\n```\n\nEnter the directory and install labnotebook locally:\n```\ncd labnotebook\npip install .\n```","github_created_at":"2018-02-20T20:17:48+00:00","created_at":"2026-07-11T23:25:54.513455+00:00","updated_at":"2026-09-27T06:00:35.874997+00:00","categories":[{"slug":"data-retrieval","name":"Data & Retrieval","url":"https://www.graphcanon.com/categories/data-retrieval","markdown_url":"https://www.graphcanon.com/categories/data-retrieval.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/data-retrieval"},{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"}],"tags":[{"slug":"experiment-manager","name":"experiment-manager"},{"slug":"experimental-data","name":"experimental-data"},{"slug":"machine-learning","name":"machine-learning"},{"slug":"postgres","name":"postgres"},{"slug":"postgresql","name":"postgresql"},{"slug":"vuejs","name":"vuejs"},{"slug":"webapp","name":"webapp"}],"trust":{"provenance":{"is_fork":false,"github_id":122250958,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-27T06:00:35.136Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":3102,"last_release_at":null,"stars_delta_30d":0,"open_issues_delta_30d":0},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T23:25:59.541Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-27T06:00:35.604Z"},"languages":{"value":["jupyter notebook"],"source":"github.language","observed_at":"2026-09-27T06:00:35.604Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-09-27T06:00:35.604Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["Use LabNotebook when you need a tool tailored specifically for managing machine learning experiment records in a Jupyter environment with PostgreSQL as your backend data store.","Opt for LabNotebook if reproducibility of research is paramount, and you are working on projects where every detail of experiments needs to be meticulously documented."],"when_not_to_use":["Avoid using LabNotebook if your project does not require integration with Jupyter Notebooks or PostgreSQL databases.","Do not choose LabNotebook when your primary use case involves real-time experimentation management without the need for detailed, persistent record-keeping."],"source":"enrich:decision_facts","observed_at":"2026-07-16T18:46:25.339Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"LabNotebook is designed for machine learning practitioners who require robust capabilities to monitor, record, and query their experiments within Jupyter Notebook environments leveraging PostgreSQL for data storage."}]}}