{"data":{"slug":"keras-team-autokeras","name":"autokeras","tagline":"AutoML library for deep learning","github_url":"https://github.com/keras-team/autokeras","owner":"keras-team","repo":"autokeras","owner_avatar_url":"https://avatars.githubusercontent.com/u/34455048?v=4","primary_language":"Python","stars":9328,"forks":1393,"topics":["autodl","automated-machine-learning","automl","deep-learning","keras","machine-learning","neural-architecture-search","python","tensorflow"],"archived":false,"github_pushed_at":"2025-11-25T02:26:35+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/keras-team-autokeras","markdown_url":"https://www.graphcanon.com/tools/keras-team-autokeras.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/keras-team-autokeras","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=keras-team-autokeras","description":"AutoML library for deep learning","homepage_url":"http://autokeras.com/","license":"Apache-2.0","open_issues":161,"watchers":289,"ai_summary":"A Python-based AutoML library that simplifies the process of designing deep learning models through automated tasks like neural architecture search.","readme_excerpt":"## Installation\n\nTo install the package, please use the `pip` installation as follows:\n\n```shell\npip3 install autokeras\n```\n\nPlease follow the [installation guide](https://autokeras.com/install) for more details.\n\n**Note:** Currently, AutoKeras is only compatible with **Python >= 3.7** and **TensorFlow >= 2.8.0**.","github_created_at":"2017-11-19T23:18:20+00:00","created_at":"2026-07-11T23:33:07.455744+00:00","updated_at":"2026-08-04T00:02:09.474793+00:00","categories":[{"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":"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"}],"tags":[{"slug":"autodl","name":"autodl"},{"slug":"automl","name":"automl"},{"slug":"deep-learning","name":"deep-learning"},{"slug":"keras","name":"keras"},{"slug":"machine-learning","name":"machine-learning"},{"slug":"neural-architecture-search","name":"neural-architecture-search"},{"slug":"tensorflow","name":"tensorflow"}],"trust":{"provenance":{"is_fork":false,"github_id":111340129,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-04T00:02:08.667Z","maintenance":{"label":"Slowing","score":36,"methodology":"github_public_v1","releases_90d":0,"days_since_push":251,"last_release_at":"2025-11-12T02:53:04Z"},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T23:33:15.978Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-04T00:02:09.140Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-08-04T00:02:09.140Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-08-04T00:02:09.140Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When your project involves deep learning tasks requiring minimal manual intervention in designing models.","For developers aiming to leverage advanced neural architecture searches without significant expertise in deep learning.","If you are working within Python 3.7 or newer and TensorFlow 2.8.0 or newer environments."],"when_not_to_use":["When working with Python versions older than 3.7 or TensorFlow versions older than 2.8.0, as AutoKeras is not compatible.","If your project emphasizes transparent, understandable model architecture over automated generation without human oversight."],"source":"enrich:decision_facts","observed_at":"2026-07-17T04:06:56.369Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"AutoKeras simplifies deep learning model design through automated neural architecture search and is compatible with Python 3.7+ and TensorFlow 2.8.0+."}]}}