{"library":"evaluate","type":"library","category":null,"description":"Evaluate is a Hugging Face community-driven open-source library providing a standardized interface for accessing and comparing over 80+ evaluation metrics, datasets, and models. It simplifies the process of evaluating machine learning models, offering a consistent API for various tasks. The library is actively maintained with frequent patch releases, currently at version 0.4.6.","language":"python","status":"active","version":"0.4.6","tags":["huggingface","nlp","machine-learning","evaluation","metrics","ai","mlops"],"last_verified":"Wed May 20","install":[{"cmd":"pip install evaluate","imports":["import evaluate\nmetric = evaluate.load(\"accuracy\")"]},{"cmd":"pip install evaluate[full]","imports":[]}],"homepage":null,"github":"https://github.com/huggingface/evaluate","docs":null,"changelog":null,"pypi":"https://pypi.org/project/evaluate/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":16.4,"avg_import_s":4.18,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/evaluate/compatibility"}}