def get_ending(self,new_word,n=7):
begin=self.nearest_begin(new_word)
words=self.full_words(begin)
words=tools.unique_list(words)
if(len(words)<n):
n=len(words)
nearest_words=knn.nearest_k(new_word,words,k=n)
nearest_words=[distance.decode_digraphs(word_i)
for word_i in nearest_words]
return nearest_words
def correct(self,new_word,unique=False):
new_word=code_digraphs(new_word)
keys=self.forms_dict.all_basic()
words=knn.nearest_k(new_word,keys,k=5,metric=norm_begin_metric)
#tools.print_unicode(words)
if(unique):
full_words=[]
for word_i in words:
full_word_i=self.forms_dict.full_words([word_i])[0]
full_words.append(full_word_i)
else:
full_words=self.forms_dict.full_words(words)
prob_pairs=[ (word_i,self.p(new_word,word_i))
for word_i in full_words]
prob_pairs.sort(key=lambda x: x[1], reverse=True)
return prob_pairs
def correct(self, new_word, unique=False):
new_word = code_digraphs(new_word)
keys = self.forms_dict.all_basic()
words = knn.nearest_k(new_word, keys, k=5, metric=norm_begin_metric)
#tools.print_unicode(words)
if (unique):
full_words = []
for word_i in words:
full_word_i = self.forms_dict.full_words([word_i])[0]
full_words.append(full_word_i)
else:
full_words = self.forms_dict.full_words(words)
prob_pairs = [(word_i, self.p(new_word, word_i))
for word_i in full_words]
prob_pairs.sort(key=lambda x: x[1], reverse=True)
return prob_pairs