title: Tensorflow: LSTM when each part of a sequence belongs to a class?
body: <p>I'm trying to implement LSTM in Tensorflow, but my data is a bit "untraditional" in the following way:
  Each hour of the day, one of five events can happen. I want to feed sequences of 24 hours into my LSTM.</p>
  
  <p>The thing is, I need it to output a target class for each element of each sequence. </p>
  
  <p>This has to be possible with LSTM's, right? The only examples of TF implementations of LSTM's have been just feeding a sequence and getting a target class for that sequence.</p>
  
  <p>Any help would be appreciated!  </p>