[DOC] Add example notebook for the graphical pipeline (#5175)

#### Reference Issues/PRs See #4652 and #4281 #### What does this implement/fix? Explain your changes. This PR adds the graphical pipeline jupyter notebook. Furthermore, it ensures that the ForecastingGridSearchCV call fit,predict etc. using keywords instead of positional arguments to enable that the gridsearch works with the graphical pipeline.
sktime · Aug 8, 2024 · 0c9fde4 · 0c9fde4
1 parent 8dbcaf6
commit 0c9fde4
Show file tree

Hide file tree

Showing 9 changed files with 5,140 additions and 1 deletion.
diff --git a/examples/05_graphical_pipelines.ipynb b/examples/05_graphical_pipelines.ipynb
diff --git a/examples/img/classification_pipeline.png b/examples/img/classification_pipeline.png
diff --git a/examples/img/forecasting_pipeline.png b/examples/img/forecasting_pipeline.png
diff --git a/examples/img/graphical_pipeline.png b/examples/img/graphical_pipeline.png
diff --git a/examples/img/graphical_pipeline_example.png b/examples/img/graphical_pipeline_example.png
diff --git a/examples/img/graphical_pipeline_example_grid.png b/examples/img/graphical_pipeline_example_grid.png
diff --git a/examples/img/graphical_pipeline_simplified.png b/examples/img/graphical_pipeline_simplified.png
diff --git a/examples/img/sequential_pipeline.png b/examples/img/sequential_pipeline.png
diff --git a/sktime/forecasting/model_evaluation/_functions.py b/sktime/forecasting/model_evaluation/_functions.py
@@ -252,7 +252,7 @@ def _evaluate_window(x, meta):
                 # make prediction
                 if y_pred_key not in y_preds_cache.keys():
                     start_pred = time.perf_counter()
-                    y_pred = method(fh, X_test, **pred_args)
+                    y_pred = method(fh=fh, X=X_test, **pred_args)
                     pred_time = time.perf_counter() - start_pred
                     temp_result[time_key] = [pred_time]
                     y_preds_cache[y_pred_key] = [y_pred]