class_docstr: The constructor estimates the author-topic model parameters based on a training corpus.
class_docstr_tok: ["The","constructor","estimates","the","author-topic","model","parameters","based","on","a","training","corpus","."]
docstr: Override :meth:`~gensim.models.ldamodel.LdaModel.get_document_topics` and simply raises an exception.
  
  Warnings
  --------
  This method invalid for model, use :meth:`~gensim.models.atmodel.AuthorTopicModel.get_author_topics` or
  :meth:`~gensim.models.atmodel.AuthorTopicModel.get_new_author_topics` instead.
  
  Raises
  ------
  NotImplementedError
      Always.
docstr_tok: ["Override",":","meth",":","`","~gensim.models.ldamodel.LdaModel.get_document_topics","`","and","simply","raises","an","exception",".","Warnings","--","--","--","--","This","method","invalid","for","model",",","use",":","meth",":","`","~gensim.models.atmodel.AuthorTopicModel.get_author_topics","`","or",":","meth",":","`","~gensim.models.atmodel.AuthorTopicModel.get_new_author_topics","`","instead",".","Raises","--","--","--","NotImplementedError","Always","."]
code: def get_document_topics(self, word_id, minimum_probability=None):
      """Override :meth:`~gensim.models.ldamodel.LdaModel.get_document_topics` and simply raises an exception.
  
      Warnings
      --------
      This method invalid for model, use :meth:`~gensim.models.atmodel.AuthorTopicModel.get_author_topics` or
      :meth:`~gensim.models.atmodel.AuthorTopicModel.get_new_author_topics` instead.
  
      Raises
      ------
      NotImplementedError
          Always.
  
      """
      raise NotImplementedError(
          'Method "get_document_topics" is not valid for the author-topic model. '
          'Use the "get_author_topics" method.'
      )
  
imports: import logging
  from itertools import chain
  from copy import deepcopy
  from shutil import copyfile
  from os.path import isfile
  from os import remove
  import numpy
  from scipy.special import gammaln
  from gensim import utils
  from gensim.models import LdaModel
  from gensim.models.ldamodel import LdaState
  from gensim.matutils import dirichlet_expectation, mean_absolute_difference
  from gensim.corpora import MmCorpus
label_desc: Use image node_id 11 for calling the AuthorTopicModel obj's underlying member method code with example usage: obj.get_document_topics(word_id, minimum_probability) without return types