{"library":"python-crfsuite","type":"library","category":null,"description":"python-crfsuite is a Python binding for CRFsuite, a fast implementation of Conditional Random Fields (CRFs) for labeling sequential data. It's widely used in Natural Language Processing (NLP) for tasks like Named Entity Recognition (NER), Part-of-Speech (POS) tagging, and other sequence labeling problems. The current version is 0.9.12, and releases primarily focus on Python version compatibility and stability.","language":"python","status":"active","version":"0.9.12","tags":["NLP","Machine Learning","CRF","Sequence Labeling","Conditional Random Fields"],"install":[{"cmd":"pip install python-crfsuite","imports":["from pycrfsuite import Trainer","from pycrfsuite import Tagger","from pycrfsuite import ItemSequence"]}],"homepage":null,"github":"https://github.com/scrapinghub/python-crfsuite","docs":null,"changelog":null,"pypi":"https://pypi.org/project/python-crfsuite/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":1.6,"avg_import_s":0.03,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/python-crfsuite/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Tue Jun 30","last_verified":"Tue Jun 30","next_check":"Thu Jul 30","install_tag":null}}