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kztk's Introduction

kztk

Utilities, pre-trained models, and more.

requirements

  • pytorch

installation

pip install --upgrade git+git://github.com/k15z/kztk.git

examples

toxicity

import kztk.toxic as toxic

result = toxic.classify("your post is stupid")
result == {
    'threat': 0.027044642716646194, 
    'insult': 0.2758590579032898,
    'obscene': 0.32889148592948914, 
    'hate': 0.04638497531414032, 
    'toxic': 0.698431670665741, 
    'severe': 0.0460701622068882
}

plagiarism (copy-and-paste)

from kztk.plagiarist import LCSPlagiarist
lcsp = LCSPlagiarist()
print(lcsp.observe("hello world"))
print(lcsp.observe("hello world 2")) # high score
print(lcsp.observe("this is a novel idea")) # low score

kztk's People

Contributors

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Stargazers

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Watchers

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