{"data":{"slug":"huggingface-datasets","name":"datasets","tagline":"Largest hub of ready-to-use datasets for AI models","github_url":"https://github.com/huggingface/datasets","owner":"huggingface","repo":"datasets","owner_avatar_url":"https://avatars.githubusercontent.com/u/25720743?v=4","primary_language":"Python","stars":21999,"forks":3448,"topics":["ai","artificial-intelligence","computer-vision","dataset-hub","datasets","deep-learning","huggingface","llm","machine-learning","natural-language-processing","nlp","numpy","pandas","pytorch","speech","tensorflow"],"archived":false,"github_pushed_at":"2026-09-17T10:04:41+00:00","maintenance_label":"Very active","stars_delta_30d":208,"url":"https://www.graphcanon.com/tools/huggingface-datasets","markdown_url":"https://www.graphcanon.com/tools/huggingface-datasets.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/huggingface-datasets","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=huggingface-datasets","description":"🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools","homepage_url":"https://huggingface.co/docs/datasets","license":"Apache-2.0","open_issues":1394,"watchers":283,"ai_summary":"🤗 Datasets offers extensive collection and fast easy-to-use data manipulation tools for AI model training","readme_excerpt":"# Quick Start\n\n🤗 Datasets is made to be very simple to use — the API is centered around a single function, `datasets.load_dataset(dataset_name, **kwargs)`, that instantiates a dataset.\n\nHere is a quick example:\n\n```python\nfrom datasets import load_dataset","github_created_at":"2020-03-26T09:23:22+00:00","created_at":"2026-07-11T12:22:08.520795+00:00","updated_at":"2026-09-21T06:00:28.734677+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"}],"tags":[{"slug":"ai","name":"ai"},{"slug":"artificial-intelligence","name":"artificial-intelligence"},{"slug":"dataset-hub","name":"dataset-hub"},{"slug":"datasets","name":"datasets"},{"slug":"deep-learning","name":"deep-learning"},{"slug":"huggingface","name":"huggingface"},{"slug":"llm","name":"llm"},{"slug":"machine-learning","name":"machine-learning"}],"trust":{"provenance":{"is_fork":false,"github_id":250213286,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-21T06:00:27.912Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":1,"days_since_push":3,"last_release_at":"2026-07-28T11:11:35Z","stars_delta_30d":208,"open_issues_delta_30d":215},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T12:22:10.268Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-21T06:00:28.387Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-09-21T06:00:28.387Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-09-21T06:00:28.387Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["Use datasets if you need access to a large number of ready-to-use datasets specifically suited for training AI models.","Choose datasets when your project involves Python and requires efficient data manipulation tools that center around a simple API."],"when_not_to_use":["Avoid datasets if the specific type of dataset required for your project is not included in their extensive collection.","Do not use datasets if you prefer less integration with popular machine learning frameworks like PyTorch or TensorFlow, as this tool heavily integrates with these platforms."],"source":"enrich:decision_facts","observed_at":"2026-07-17T02:01:04.014Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"datasets is the largest hub of ready-to-use datasets for AI models, offering extensive collection and fast, easy-to-use data manipulation tools."}]}}