class_docstr: An averaged perceptron, as implemented by Matthew Honnibal.
  
  See more implementation details here:
      https://explosion.ai/blog/part-of-speech-pos-tagger-in-python
class_docstr_tok: ["An","averaged","perceptron",",","as","implemented","by","Matthew","Honnibal",".","See","more","implementation","details","here",":","https",":","\/\/explosion.ai\/blog\/part-of-speech-pos-tagger-in-python"]
code: def _softmax(self, scores):
      s = np.fromiter(scores.values(), dtype=float)
      exps = np.exp(s)
      return exps / np.sum(exps)
  
imports: import logging
  import pickle
  import random
  from collections import defaultdict
  from nltk import jsontags
  from nltk.data import find, load
  from nltk.tag.api import TaggerI
label_desc: Use image node_id 2 for calling the AveragedPerceptron obj's underlying member method code with example usage: obj._softmax(scores) and returns: unknown