This library provides a set of utilities for performing automatic detection of assessment classes of Wikipedia articles. For more information, see the full documentation at http://pythonhosted.org/wikiclass.
Compatible with Python 3.x only. Sorry.
- Install:
pip install wikiclass - Models: https://github.com/wiki-ai/wikiclass/tree/master/models
- Documentation: http://pythonhosted.org/wikiclass
>>> import wikiclass
>>> from revscoring.scorer_models import MLScorerModel
>>>
>>> scorer_model = MLScorerModel.load(open("models/enwiki.wp10.rf.model", "rb"))
>>>
>>> text = "I am the text of a page. I have a <ref>word</ref>"
>>> wikiclass.score(scorer_model, text)
{'prediction': 'stub',
'probability': {'stub': 0.27156163795807853,
'b': 0.14707452309674252,
'fa': 0.16844898943510833,
'c': 0.057668704007171959,
'ga': 0.21617801281707663,
'start': 0.13906813268582238}}
- Aaron Halfaker -- https://github.com/halfak
- Morten Warncke-Wang -- http://www-users.cs.umn.edu/~morten