{"id":15195734,"url":"https://github.com/credo-ai/credoai_lens","last_synced_at":"2025-10-02T11:31:24.505Z","repository":{"id":37848205,"uuid":"437087006","full_name":"credo-ai/credoai_lens","owner":"credo-ai","description":"Credo AI Lens is a comprehensive assessment framework for AI systems. 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In short, Lens connects arbitrary AI models and datasets\nwith Responsible AI tools throughout the ecosystem.\n\nLens can be run in a notebook, a CI/CD pipeline, or anywhere else you do your ML analytics.\nIt is extensible, and easily customized to your organizations assessments if they are not \nsupported by default. \n\nThough it can be used alone, Lens shows its full value when connected to your organization's \n[Credo AI App](https://www.credo.ai/product). Credo AI is an end-to-end AI Governance\nApp that supports multi-stakeholder alignment, AI assessment (via Lens) and AI risk assessment.\n\n\n\n## Dependencies\n\n- Credo AI Lens supports Python 3.8+\n- Sphinx (optional for local docs site)\n\n\n## Installation\n\nThe latest stable release (and required dependencies) can be installed from PyPI.\n\n```\npip install credoai-lens\n```\n\nAdditional installation instructions can be found in our [setup documentation](https://credoai-lens.readthedocs.io/en/stable/pages/setup.html)\n\n## Getting Started\nTo get started, see the [quickstart demo](https://credoai-lens.readthedocs.io/en/stable/notebooks/quickstart.html).\n\nIf you are using the Credo AI Governance App, also check out the [governance integration demo](https://credoai-lens.readthedocs.io/en/stable/notebooks/governance_integration.html).\n\n## Documentation\n\nDocumentation is hosted by [readthedocs](https://credoai-lens.readthedocs.io/en/stable/).\n\nFor dev documentation, see [latest](https://credoai-lens.readthedocs.io/en/stable/index.html).\n\n## AI Governance\n\nAs an assessment framework, Lens is an important component of your overall **AI Governance** strategy.\nBut it's not the only component! Credo AI, the developer of Lens, also develops\ntools to satisfy your general AI Governance needs, which integrate easily with Lens.\n\nTo connect to [Credo AI's Governance App](https://www.credo.ai/product), see the Governance\ntutorial on [readthedocs](https://credoai-lens.readthedocs.io/en/stable/notebooks/governance_integration.html).\n \n# For Lens developers\n\n## Running tests\n\n\nRunning a test\n\n```shell\nscripts/test.sh\n```\n\nRunning tests with pytest-watch\n\n```shell\nptw --runner \"pytest -s\"\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcredo-ai%2Fcredoai_lens","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcredo-ai%2Fcredoai_lens","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcredo-ai%2Fcredoai_lens/lists"}