Changes for page Extension tvb-ext-xircuits

Last modified by teodoramisan on 2026/02/13 10:11

From 80.1 to 79.1

From version 81.1

edited by teodoramisan
on 2026/02/13 10:11

Change comment: There is no comment for this version

To version 80.1

edited by teodoramisan
on 2026/02/13 10:09

Change comment: There is no comment for this version

Summary

Page properties

Content

@@ -199,7 +199,7 @@
  Next, **SimulationRunner** executes the selected **VBI model** for a batch of parameter samples (theta) using the chosen backend (//cpp//, //cupy// or //numba//). It selects the requested output signal from the model result and extracts the summary features defined in cfg, producing the __feature matrix__ used for training.
--The resulting features and parameter samples are then passed to **TrainPosterior**, which standardizes the feature matrix with //StandardScaler //and trains a posterior distribution using an SBI method (//SNPE//, //SNLE//, or //SNRE//). In the last step, **SamplePosterior** draws parameter samples from the trained posterior distribution, conditioned on the selected observed feature vector.
++The resulting features and parameter samples are then passed to **TrainPosterior**, which standardizes the feature matrix with //StandardScaler //and trains a posterior distribution using an SBI method (for example //SNPE//, //SNLE//, or //SNRE//). In the last step, **SamplePosterior** draws parameter samples from the trained posterior distribution, conditioned on the selected observed feature vector.
  [[image:vbi_workflow.png||height="590" width="1100"]]