Adds new line and uses X_test

examples/plot_tabular_regression.py

@@ -57,7 +57,7 @@
 # Inference
 # =========
 # Let's see if the model works.
-prediction_data = [[100, 200, 300, 400, 500, 600, 700, 800, 900, 1000]]
+prediction_data = X_test[:5]
 prediction = model.predict(prediction_data)
 print(prediction)
 
@@ -80,6 +80,10 @@
     data=X_test,
 )
 
+if "__file__" in locals():  # __file__ not defined during docs built
+    # Add this script itself to the files to be uploaded for reproducibility
+    hub_utils.add_files(__file__, dst=local_repo)
+
 # %%
 # Create a model card
 # ===================
@@ -145,4 +149,4 @@
 # to push your models please refer to
 # :ref:`this example <sphx_glr_auto_examples_plot_hf_hub.py>`.
 
-model_card.save(Path(local_repo) / "README.md")
+model_card.save(Path(local_repo) / "README.md")