{"id":20207705,"url":"https://github.com/exasol/ai-lab","last_synced_at":"2025-04-10T12:42:16.362Z","repository":{"id":196877063,"uuid":"696208389","full_name":"exasol/ai-lab","owner":"exasol","description":"Development environment for data science developers","archived":false,"fork":false,"pushed_at":"2025-04-03T14:44:10.000Z","size":2948,"stargazers_count":3,"open_issues_count":35,"forks_count":0,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-04-03T15:41:49.650Z","etag":null,"topics":["exasol","exasol-integration","language-container","script-languages"],"latest_commit_sha":null,"homepage":"","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/exasol.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-09-25T10:00:05.000Z","updated_at":"2025-03-10T10:11:53.000Z","dependencies_parsed_at":null,"dependency_job_id":"ecce55a0-cc08-43a9-adf2-2f1541f14f25","html_url":"https://github.com/exasol/ai-lab","commit_stats":null,"previous_names":["exasol/data-science-sandbox"],"tags_count":7,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/exasol%2Fai-lab","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/exasol%2Fai-lab/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/exasol%2Fai-lab/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/exasol%2Fai-lab/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/exasol","download_url":"https://codeload.github.com/exasol/ai-lab/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248217157,"owners_count":21066634,"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","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":["exasol","exasol-integration","language-container","script-languages"],"created_at":"2024-11-14T05:31:31.307Z","updated_at":"2025-04-10T12:42:16.342Z","avatar_url":"https://github.com/exasol.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Exasol AI-Lab\n\nThe Exasol AI-Lab is a pre-configured container designed to empower data scientists. It streamlines common data science and AI tasks, including data loading, preparation, exploration, model training, and deployment. Whether you’re a seasoned practitioner or just getting started, the AI-Lab provides a hassle-free experience.\n\n![Transformers Extension](https://github.com/exasol/ai-lab/blob/3.1.0/doc/user_guide/ai-lab-screenshot.png)\n\nKey Features:\n* Jupyter Notebook Environment: The heart of the AI-Lab is a robust Jupyter Notebook environment. It’s where you’ll work on your data science projects.\n* Exasol Integration: Leverage Exasol’s power for your AI and machine learning use cases. The AI-Lab includes essential Exasol packages, extensions, and configuration tasks.\n* Example Notebooks: Jumpstart your work with ready-to-use example notebooks. Explore classic machine learning scenarios (think scikit-learn), seamlessly integrate Exasol with AWS Sagemaker, and tap into Huggingface models directly within Exasol.\n\nFeel free to explore the Exasol AI-Lab and unleash your data science potential!\n\nThe AI-Lab is available in multiple [Editions](https://github.com/exasol/ai-lab/blob/3.1.0/doc/user_guide/editions.md) involving different technology stacks, see also common [System Requirements](https://github.com/exasol/ai-lab/blob/3.1.0/doc/user_guide/system-requirements.md).\n\nAfter downloading the required files and having started the AI-Lab you can connect to AI-Lab's [Jupyter Service](https://github.com/exasol/ai-lab/blob/3.1.0/doc/user_guide/jupyter.md).\n\n## Additional Links\n\n* [Troubleshooting](doc/user_guide/troubleshooting.md)\n* [Developer Guide](https://github.com/exasol/ai-lab/blob/3.1.0/doc/developer_guide/developer_guide.md)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fexasol%2Fai-lab","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fexasol%2Fai-lab","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fexasol%2Fai-lab/lists"}