{"data":{"slug":"determined-ai-determined","name":"determined","tagline":"Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.","github_url":"https://github.com/determined-ai/determined","owner":"determined-ai","repo":"determined","owner_avatar_url":"https://avatars.githubusercontent.com/u/26636771?v=4","primary_language":"Go","stars":3222,"forks":371,"topics":["data-science","deep-learning","distributed-training","hyperparameter-optimization","hyperparameter-search","hyperparameter-tuning","keras","kubernetes","machine-learning","ml-infrastructure","ml-platform","mlops","pytorch","tensorflow"],"archived":false,"github_pushed_at":"2025-03-20T19:09:46+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/determined-ai-determined","markdown_url":"https://www.graphcanon.com/tools/determined-ai-determined.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/determined-ai-determined","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=determined-ai-determined","description":"Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.","homepage_url":"https://determined.ai","license":"Apache-2.0","open_issues":107,"watchers":76,"ai_summary":null,"readme_excerpt":"# Installation\n\nTo install the CLI:\n\n```bash\npip install determined\n```\n\nThen use `det deploy` to start the Determined cluster locally, or on cloud services like AWS and GCP.\n\nFor installation details, visit the the cluster deployment guide for your environment:\n\n- [Local (on-prem)](https://docs.determined.ai/latest/setup-cluster/deploy-cluster/on-prem/overview.html)\n- [AWS](https://docs.determined.ai/latest/setup-cluster/deploy-cluster/aws/overview.html)\n- [GCP](https://docs.determined.ai/latest/setup-cluster/deploy-cluster/gcp/overview.html)\n- [Kubernetes](https://docs.determined.ai/latest/setup-cluster/deploy-cluster/k8s/overview.html)\n- [Slurm/PBS](https://docs.determined.ai/latest/setup-cluster/deploy-cluster/slurm/overview.html)","github_created_at":"2020-04-07T16:12:29+00:00","created_at":"2026-07-11T23:33:39.910295+00:00","updated_at":"2026-07-11T23:33:50.423194+00:00","categories":[{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"},{"slug":"developer-tools","name":"Developer Tools","url":"https://www.graphcanon.com/categories/developer-tools","markdown_url":"https://www.graphcanon.com/categories/developer-tools.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/developer-tools"},{"slug":"inference-serving","name":"Inference & Serving","url":"https://www.graphcanon.com/categories/inference-serving","markdown_url":"https://www.graphcanon.com/categories/inference-serving.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/inference-serving"}],"tags":[{"slug":"data-science","name":"data-science"},{"slug":"deep-learning","name":"deep learning"},{"slug":"hyperparameter-search","name":"hyperparameter-search"},{"slug":"distributed-training","name":"distributed-training"},{"slug":"keras","name":"keras"},{"slug":"hyperparameter-tuning","name":"hyperparameter-tuning"},{"slug":"hyperparameter-optimization","name":"hyperparameter-optimization"},{"slug":"kubernetes","name":"kubernetes"}],"trust":{"provenance":{"is_fork":false,"github_id":253846879,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T23:33:44.735Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":478,"last_release_at":"2025-03-19T23:12:44Z"},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":39,"high_count":0,"last_scan_at":"2026-07-11T23:33:45.273Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T23:33:44.433Z"},"languages":{"value":["go","python"],"source":"github.language+pyproject.toml","observed_at":"2026-07-11T23:33:44.433Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-11T23:33:44.433Z"}}}}