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Releases: AdaptiveBProcess/GenerativeLSTM

First version refactory

01 Oct 14:46
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In this release, we kept the same functionality of the first version; however, we applied several improvements in the code architecture to allow its extension. Additionally, we include the support of GRU models.

First stable version

12 Mar 09:22
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This version includes:

  • Training of embedding layers for activities and roles encoding.
  • Preprocessing of event-logs using n-grams and scaling techniques for creating sequences examples to train LSTM models.
  • Training scripts of different LSTM architectures.
  • Post-processing options about the selection of next activity, by using Arg. Max or RandomChoise following a PDF.
  • Prediction scripts for the next event of a process, the case continuation, and the generation of a full event-log from zero size prefix.