Skip to content

Implementation an RNN time-embedding layer from "Time-Dependent Representation for Neural Event Sequence Prediction" paper

Notifications You must be signed in to change notification settings

crazyleg/time-dependant-rnn-embeddings-keras

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

7 Commits
 
 
 
 
 
 

Repository files navigation

Implementation an RNN time-embedding layer from "Time-Dependent Representation for Neural Event Sequence Prediction" paper

This is an implementation of the best performing approach to embedding time into RNNs. This is usefull for cases there your stream of RNNs steps contain timestep information, and those timesteps are non-equally spaced. This approach performs better than just adding timestep as a single feature.

You can read detailed explanation in my blog post

References:

  1. paper - Time-Dependent Representation for Neural Event Sequence Prediction

About

Implementation an RNN time-embedding layer from "Time-Dependent Representation for Neural Event Sequence Prediction" paper

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages