File size: 1,296 Bytes
2e1316e |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 |
class Categories:
def __init__(self):
self.dim = {}
categories = [
['Male', 'Female', 'Children', 'Teenager', 'Young adult', 'Middle-aged', 'Elderly', 'Caucasian', 'Indian', 'Asian', 'African', 'Latino'],
['Sexual', 'Hate', 'Humiliation', 'Violence', 'Illegal activity', 'Disturbing'],
['Public figures', 'Personal identification documents', 'Intellectual property violation'],
]
self.cat2dim = {}
self.cat_and_dim = []
self.dim['Fairness'] = categories[0]
self.dim['Toxicity'] = categories[1]
self.dim['Privacy'] = categories[2]
self.dim['Safe'] = ['safe']
self.unsafe_categories = [x.lower() for x in categories[1] + categories[2]]
keylist = list(self.dim.keys())
for key in keylist:
for idx, one in enumerate(self.dim[key]):
self.cat2dim[one.lower()] = key
self.cat_and_dim.append([one, key])
self.dim[key][idx] = one.lower()
self.cat2dim['safe'] = 'safe'
self.cat2dim['unsafe'] = 'unsafe'
self.cat_and_dim.append(['safe', 'safe'])
self.all = [y.lower() for x in categories for y in x]
self.all.append('safe')
self.all.append('unsafe') |