dynamic_dataset
===============

.. py:module:: topmost.data.dynamic_dataset



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



.. autoapisummary::


   topmost.data.dynamic_dataset._SequentialDataset


   topmost.data.dynamic_dataset.DynamicDataset





.. py:class:: _SequentialDataset(bow, times, time_wordfreq)

   Bases: :py:obj:`torch.utils.data.Dataset`


   .. py:attribute:: bow


   .. py:attribute:: times


   .. py:attribute:: time_wordfreq


   .. py:method:: __len__()


   .. py:method:: __getitem__(index)


.. py:class:: DynamicDataset(dataset_dir, batch_size=200, read_labels=False, device='cpu', as_tensor=True)

   .. py:attribute:: vocab_size
      :value: 0



   .. py:attribute:: train_size


   .. py:attribute:: num_times


   .. py:attribute:: train_time_wordfreq


   .. py:method:: load_data(path, read_labels)


   .. py:method:: get_time_wordfreq(bow, times)