def create_reach_object(self, strings, normalize=False, outfile=''):
vectors = []
for s in tqdm(strings):
token_embs = self.vectorize_string(s, norm=normalize)
vector = np.average(np.array(token_embs), axis=0)
vectors.append(vector)
reach_object = Reach(vectors, list(strings))
if outfile:
reach_object.save_fast_format(outfile)
return reach_object
def create_reach_object(self, names, outfile=''):
names = sorted(names)
vectors = []
for name in tqdm(names):
token_embs = self.vectorize_string(name, norm=False)
vector = np.average(np.array(token_embs), axis=0)
vectors.append(vector)
reach_object = Reach(vectors, names)
if outfile:
reach_object.save_fast_format(outfile)
return reach_object
