UWE
===

.. py:module:: topmost.models.dynamic.CFDTM.UWE



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



.. autoapisummary::


   topmost.models.dynamic.CFDTM.UWE.UWE





.. py:class:: UWE(ETC, num_times, temperature, weight_UWE, neg_topk)

   Bases: :py:obj:`torch.nn.Module`


   .. py:attribute:: ETC


   .. py:attribute:: weight_UWE


   .. py:attribute:: num_times


   .. py:attribute:: temperature


   .. py:attribute:: neg_topk


   .. py:method:: forward(time_wordcount, beta, topic_embeddings, word_embeddings)


   .. py:method:: get_topk_indices(beta)