Last modified by teodoramisan on 2026/02/13 10:11
From version 77.2
edited by teodoramisan
on 2026/02/13 10:05
Change comment: There is no comment for this version
To version 76.1
edited by teodoramisan
on 2026/02/13 09:24
Change comment: There is no comment for this version

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... ... @@ -157,9 +157,9 @@
157 157  [[image:timeseries-plotly.png||alt="view3.png" height="593" width="1100"]]
158 158  
159 159  
160 -=== 3. Visualize posterior samples with a pairplot (VBI inferenece) ===
160 +=== 3. Visualize posterior pairplot resulted from an inference workflow ===
161 161  
162 -This functionality is available for the **SamplePosterior** component. Right click on the component and select the **Open Viewer** functionality.
162 +This functionality is available for the SamplePosterior component. Right click on the component and select the Open Viewer functionality.
163 163  
164 164  This opens a new JupyterLab tab with an editable notebook. After following the instructions in the notebook, you will generate a pairplot of the posterior samples, showing the distribution of each parameter (uncertainty) and the relationships between parameters.
165 165  
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168 168  [[image:plot-posteriors.png||height="593" width="1100"]]
169 169  
170 170  
171 -=== 4. Visualize time series from VBI simulations ===
171 +=== 4. Visualize time series resulted from VBI simulations ===
172 172  
173 -This functionality is available for the **SimulationRunner** component. Right click on the component and select the **Open Viewer** functionality.
173 +This functionality is available for the SimulationRunner component. Right click on the component and select the Open Viewer functionality.
174 174  
175 175  This opens a new JupyterLab tab with an editable notebook. After following the instructions in the notebook, you will see a simple time-series plot of the simulated model signal over time.
176 176  
... ... @@ -193,11 +193,8 @@
193 193  
194 194  === 2. Full VBI Inference workflow ===
195 195  
196 -Contains all VBI components required to run an inference workflow, from prior sampling and simulation to posterior training and posterior sampling.
196 +Contains all VBI components required to run an inference workflow (e.g., inference configuration, model, simulator, train posterior, sample posterior).
197 197  
198 -The workflow starts with **ConfigInference**, which builds the configuration inputs needed by the workflow. It samples parameter values from the prior distribution to generate theta and prepares the feature-extraction configuration (cfg) used later in the pipeline.
199 -
200 -
201 201  [[image:vbi_workflow.png||height="590" width="1100"]]
202 202  
203 203  === 3. Configuring model parameters using the PhasePlaneWidget: ===
Public

TVB Widgets