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limebit / medmodels

MedModels is a high-speed RWE framework to apply the latest methods from scientific research to medical data.
https://www.medmodels.de
BSD 3-Clause "New" or "Revised" License
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RealGRU #220

Closed JabobKrauskopf closed 1 month ago

JabobKrauskopf commented 2 months ago

Adding the RealGRU module for MTGAN.

This RealGRU is used to calculate the hidden states of the real time series. It is trained only on real data.

This way, the information hidden in the patterns connecting consecutive events can be extracted and compared to the synthetic hidden states in the training process.