HDP_trainer
===========

.. py:module:: topmost.trainers.hierarchical.HDP_trainer

.. autoapi-nested-parse::

   https://radimrehurek.com/gensim/models/hdpmodel.html




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



.. autoapisummary::


   topmost.trainers.hierarchical.HDP_trainer.HDPGensimTrainer







.. autoapisummary::


   topmost.trainers.hierarchical.HDP_trainer.logger



.. py:data:: logger

.. py:class:: HDPGensimTrainer(dataset, num_top_words=15, max_chunks=None, max_time=None, chunksize=256, kappa=1.0, tau=64.0, K=15, T=150, alpha=1, gamma=1, eta=0.01, scale=1.0, var_converge=0.0001, verbose=False)

   .. py:attribute:: dataset


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



   .. py:attribute:: vocab_size


   .. py:attribute:: max_chunks
      :value: None



   .. py:attribute:: max_time
      :value: None



   .. py:attribute:: chunksize
      :value: 256



   .. py:attribute:: kappa
      :value: 1.0



   .. py:attribute:: tau
      :value: 64.0



   .. py:attribute:: K
      :value: 15



   .. py:attribute:: T
      :value: 150



   .. py:attribute:: alpha
      :value: 1



   .. py:attribute:: gamma
      :value: 1



   .. py:attribute:: eta
      :value: 0.01



   .. py:attribute:: scale
      :value: 1.0



   .. py:attribute:: var_converge
      :value: 0.0001



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



   .. py:method:: train()


   .. py:method:: test(bow)


   .. py:method:: get_beta()


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


   .. py:method:: export_theta()