DTM_trainer
===========

.. py:module:: topmost.trainers.dynamic.DTM_trainer



Module Contents
---------------



.. autoapisummary::


   topmost.trainers.dynamic.DTM_trainer.DTMTrainer






.. autoapisummary::


   topmost.trainers.dynamic.DTM_trainer.work





.. autoapisummary::


   topmost.trainers.dynamic.DTM_trainer.logger



.. py:data:: logger

.. py:function:: work(arguments)

.. py:class:: DTMTrainer(dataset, num_topics=50, num_top_words=15, alphas=0.01, chain_variance=0.005, passes=10, lda_inference_max_iter=25, em_min_iter=6, em_max_iter=20, verbose=False)

   .. py:attribute:: dataset


   .. py:attribute:: vocab_size


   .. py:attribute:: num_topics
      :value: 50



   .. py:attribute:: num_top_words
      :value: 15



   .. py:attribute:: alphas
      :value: 0.01



   .. py:attribute:: chain_variance
      :value: 0.005



   .. py:attribute:: passes
      :value: 10



   .. py:attribute:: lda_inference_max_iter
      :value: 25



   .. py:attribute:: em_min_iter
      :value: 6



   .. py:attribute:: em_max_iter
      :value: 20



   .. py:attribute:: verbose
      :value: False



   .. py:method:: train()


   .. py:method:: test(bow)


   .. py:method:: get_theta()


   .. py:method:: get_beta()


   .. py:method:: get_top_words(num_top_words=None)


   .. py:method:: export_theta()