def _make_color(words, thesvd):
feats = [('left', 'HasColor', word) for word in words]
try:
# words = [x for x in words if abs(how_colorful(x, thesvd)) > 0.001]
adhoc = make_category(thesvd, concepts=words)
except KeyError:
return (128, 128, 128)
mix = _get_color_mix(adhoc, thesvd)
new_color = (0,0,0)
for color, weight in mix.items():
cur_color = tuple(item*weight for item in rgb[color])
new_color = tuple(a+b for a,b in zip(cur_color, new_color))
new_color = tuple(min(max(int(c), 0), 255) for c in new_color)
return new_color
def how_colorful(word, thesvd):
wordvc = thesvd.weighted_u[word,:]
return wordvc.hat() * make_category(thesvd, concepts=rgb.keys())
