{"library":"seqeval","type":"library","category":null,"description":"seqeval is a Python framework for sequence labeling evaluation. It provides metrics like F1 score, precision, recall, and a detailed classification report for tasks such as named-entity recognition and part-of-speech tagging. It is currently at version 1.2.2 and maintains an active release cadence, with updates often focusing on performance improvements and additional evaluation schemes.","language":"python","status":"active","version":"1.2.2","tags":["nlp","metrics","sequence-labeling","named-entity-recognition","pos-tagging","evaluation"],"install":[{"cmd":"pip install seqeval","imports":["from seqeval.metrics import accuracy_score","from seqeval.metrics import precision_score","from seqeval.metrics import recall_score","from seqeval.metrics import f1_score","from seqeval.metrics import classification_report","from seqeval.scheme import IOB2"]}],"homepage":null,"github":"https://github.com/chakki-works/seqeval","docs":null,"changelog":null,"pypi":"https://pypi.org/project/seqeval/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":11.5,"avg_import_s":3.58,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/seqeval/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}