rerun notebook with git conficts

Author: OriolAbril

examples/variational_inference/GLM-hierarchical-advi-minibatch.ipynb

@@ -1,14 +1,15 @@
 ---
 jupytext:
+  notebook_metadata_filter: substitutions
   text_representation:
     extension: .md
     format_name: myst
     format_version: 0.13
     jupytext_version: 1.13.7
 kernelspec:
-  display_name: pymc
+  display_name: Python 3 (ipykernel)
   language: python
-  name: pymc
+  name: python3
 ---
 
 # GLM: Mini-batch ADVI on hierarchical regression model
@@ -178,5 +179,9 @@ az.plot_density(
 
 ```{code-cell} ipython3
 %load_ext watermark
-%watermark -n -u -v -iv -w -p xarray
+%watermark -n -u -v -iv -w -p aeppl,xarray
+```
+
+```{code-cell} ipython3
+
 ```

myst_nbs/variational_inference/GLM-hierarchical-advi-minibatch.myst.md

@@ -249,12 +249,12 @@ jupyter:
   outputs_hidden: true
 ---
 with neural_network:
-    pm.set_data(new_data={"ann_input": grid_2d, "ann_output": dummy_out})
-    ppc = pm.sample_posterior_predictive(trace)
+    pm.set_data({"ann_input": grid_2d, "ann_output": dummy_out})
+    pm.sample_posterior_predictive(trace, extend_inferencedata=True)
 ```
 
 ```{code-cell} ipython3
-y_pred = ppc.posterior_predictive["out"]
+y_pred = trace.posterior_predictive["out"]
 ```
 
 ### Probability surface