basic_trainer
=============

.. py:module:: topmost.trainers.basic.basic_trainer



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



.. autoapisummary::


   topmost.trainers.basic.basic_trainer.BasicTrainer







.. autoapisummary::


   topmost.trainers.basic.basic_trainer.logger



.. py:data:: logger

.. py:class:: BasicTrainer(model, dataset, num_top_words=15, epochs=200, learning_rate=0.002, batch_size=200, lr_scheduler=None, lr_step_size=125, log_interval=5, verbose=False)

   .. py:attribute:: model


   .. py:attribute:: dataset


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



   .. py:attribute:: epochs
      :value: 200



   .. py:attribute:: learning_rate
      :value: 0.002



   .. py:attribute:: batch_size
      :value: 200



   .. py:attribute:: lr_scheduler
      :value: None



   .. py:attribute:: lr_step_size
      :value: 125



   .. py:attribute:: log_interval
      :value: 5



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



   .. py:method:: make_optimizer()


   .. py:method:: make_lr_scheduler(optimizer)


   .. py:method:: train()


   .. py:method:: test(bow)


   .. py:method:: get_beta()


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


   .. py:method:: export_theta()