[DOC] Refactor examples directory and link to docs/source/examples (#…

…6210) #### Reference Issues/PRs Fixes #6148. #### What does this implement/fix? Explain your changes.  I rearranged the examples dir to be similar to the docs/source/examples, replaced docs/source/examples containing individual sym links inside with just one directory sym link to examples, and adjusted the path of some image links. For comparison: https://www.sktime.net/en/stable/examples.html https://duydlsktime.readthedocs.io/en/patch-docs-examples-0/examples.html in case PR docs not yet rendered
sktime · Apr 11, 2024 · 19ea5ba · 19ea5ba
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diff --git a/docs/source/examples b/docs/source/examples
@@ -0,0 +1 @@
+../../examples
diff --git a/docs/source/examples.rst b/docs/source/examples.rst
@@ -13,6 +13,7 @@ Forecasting
     examples/01_forecasting.ipynb
     examples/01a_forecasting_sklearn.ipynb
     examples/01b_forecasting_proba.ipynb
+    examples/01c_forecasting_hierarchical_global.ipynb
     examples/forecasting/*
 
 Classification
@@ -22,6 +23,9 @@ Classification
     :glob:
 
     examples/02_classification.ipynb
+    examples/02a_classification_multivariate_cnn.ipynb
+    examples/02b_classification_multivariate_lstmfcn.ipynb
+    examples/02c_classification_multivariate_inceptiontime.ipynb
     examples/classification/*
 
 Regression
@@ -51,6 +55,9 @@ Transformation
 .. nbgallery::
     :glob:
 
+    examples/03_transformers.ipynb
+    examples/03a_transformers_cheat_sheet.ipynb
+    examples/03b_forecasting_transformers_pipelines_tuning.ipynb
     examples/transformation/*
 
 Data
@@ -68,5 +75,7 @@ Other
 .. nbgallery::
     :glob:
 
+    examples/00_sktime_intro.ipynb
     examples/04_benchmarking.ipynb
+    examples/04_benchmarking_v2.ipynb
     examples/other/*
diff --git a/docs/source/examples/01_forecasting.ipynb b/docs/source/examples/01_forecasting.ipynb
diff --git a/docs/source/examples/01a_forecasting_sklearn.ipynb b/docs/source/examples/01a_forecasting_sklearn.ipynb
diff --git a/docs/source/examples/01b_forecasting_proba.ipynb b/docs/source/examples/01b_forecasting_proba.ipynb
diff --git a/docs/source/examples/02_classification.ipynb b/docs/source/examples/02_classification.ipynb
diff --git a/docs/source/examples/04_benchmarking.ipynb b/docs/source/examples/04_benchmarking.ipynb
diff --git a/docs/source/examples/AA_datatypes_and_datasets.ipynb b/docs/source/examples/AA_datatypes_and_datasets.ipynb
diff --git a/docs/source/examples/annotation/segmentation_with_clasp.ipynb b/docs/source/examples/annotation/segmentation_with_clasp.ipynb
diff --git a/docs/source/examples/classification/02a_classification_multivariate_cnn.ipynb b/docs/source/examples/classification/02a_classification_multivariate_cnn.ipynb
diff --git a/docs/source/examples/classification/channel_selection.ipynb b/docs/source/examples/classification/channel_selection.ipynb
diff --git a/docs/source/examples/classification/dictionary_based_classification.ipynb b/docs/source/examples/classification/dictionary_based_classification.ipynb
diff --git a/docs/source/examples/classification/early_classification.ipynb b/docs/source/examples/classification/early_classification.ipynb
diff --git a/docs/source/examples/classification/interval_based_classification.ipynb b/docs/source/examples/classification/interval_based_classification.ipynb
diff --git a/docs/source/examples/clustering/partition_based_clustering.ipynb b/docs/source/examples/clustering/partition_based_clustering.ipynb
diff --git a/docs/source/examples/data/loading_data.ipynb b/docs/source/examples/data/loading_data.ipynb
diff --git a/docs/source/examples/forecasting/01c_forecasting_hierarchical_global.ipynb b/docs/source/examples/forecasting/01c_forecasting_hierarchical_global.ipynb
diff --git a/docs/source/examples/forecasting/window_splitters.ipynb b/docs/source/examples/forecasting/window_splitters.ipynb
diff --git a/docs/source/examples/img b/docs/source/examples/img
diff --git a/docs/source/examples/other/distances.ipynb b/docs/source/examples/other/distances.ipynb
diff --git a/docs/source/examples/transformation/catch22.ipynb b/docs/source/examples/transformation/catch22.ipynb
diff --git a/docs/source/examples/transformation/feature_extraction_with_tsfresh.ipynb b/docs/source/examples/transformation/feature_extraction_with_tsfresh.ipynb
diff --git a/docs/source/examples/transformation/hidalgo_segmentation.ipynb b/docs/source/examples/transformation/hidalgo_segmentation.ipynb
diff --git a/docs/source/examples/transformation/interpolation.ipynb b/docs/source/examples/transformation/interpolation.ipynb
diff --git a/docs/source/examples/transformation/minirocket.ipynb b/docs/source/examples/transformation/minirocket.ipynb
diff --git a/docs/source/examples/transformation/plateau_finder.ipynb b/docs/source/examples/transformation/plateau_finder.ipynb
diff --git a/docs/source/examples/transformation/rocket.ipynb b/docs/source/examples/transformation/rocket.ipynb
diff --git a/docs/source/examples/transformation/signature_method.ipynb b/docs/source/examples/transformation/signature_method.ipynb
diff --git a/docs/source/examples/transformation/theta_transform.ipynb b/docs/source/examples/transformation/theta_transform.ipynb
diff --git a/examples/segmentation_with_clasp.ipynb → .../annotation/segmentation_with_clasp.ipynb b/examples/segmentation_with_clasp.ipynb → .../annotation/segmentation_with_clasp.ipynb
diff --git a/examples/channel_selection.ipynb → ...es/classification/channel_selection.ipynb b/examples/channel_selection.ipynb → ...es/classification/channel_selection.ipynb
diff --git a/...les/dictionary_based_classification.ipynb → ...ion/dictionary_based_classification.ipynb b/...les/dictionary_based_classification.ipynb → ...ion/dictionary_based_classification.ipynb
diff --git a/examples/early_classification.ipynb → ...classification/early_classification.ipynb b/examples/early_classification.ipynb → ...classification/early_classification.ipynb
diff --git a/examples/interval_based_classification.ipynb → ...ation/interval_based_classification.ipynb b/examples/interval_based_classification.ipynb → ...ation/interval_based_classification.ipynb
diff --git a/examples/partition_based_clustering.ipynb → ...ustering/partition_based_clustering.ipynb b/examples/partition_based_clustering.ipynb → ...ustering/partition_based_clustering.ipynb
diff --git a/examples/loading_data.ipynb → examples/data/loading_data.ipynb b/examples/loading_data.ipynb → examples/data/loading_data.ipynb
diff --git a/examples/window_splitters.ipynb → examples/forecasting/window_splitters.ipynb b/examples/window_splitters.ipynb → examples/forecasting/window_splitters.ipynb
diff --git a/examples/distances.ipynb → examples/other/distances.ipynb b/examples/distances.ipynb → examples/other/distances.ipynb
diff --git a/examples/mlflow.ipynb → examples/other/mlflow.ipynb b/examples/mlflow.ipynb → examples/other/mlflow.ipynb
diff --git a/examples/catch22.ipynb → examples/transformation/catch22.ipynb b/examples/catch22.ipynb → examples/transformation/catch22.ipynb
diff --git a/...les/feature_extraction_with_tsfresh.ipynb → ...ion/feature_extraction_with_tsfresh.ipynb b/...les/feature_extraction_with_tsfresh.ipynb → ...ion/feature_extraction_with_tsfresh.ipynb
diff --git a/examples/hidalgo_segmentation.ipynb → ...transformation/hidalgo_segmentation.ipynb b/examples/hidalgo_segmentation.ipynb → ...transformation/hidalgo_segmentation.ipynb
diff --git a/examples/interpolation.ipynb → examples/transformation/interpolation.ipynb b/examples/interpolation.ipynb → examples/transformation/interpolation.ipynb
diff --git a/examples/minirocket.ipynb → examples/transformation/minirocket.ipynb b/examples/minirocket.ipynb → examples/transformation/minirocket.ipynb
diff --git a/examples/plateau_finder.ipynb → examples/transformation/plateau_finder.ipynb b/examples/plateau_finder.ipynb → examples/transformation/plateau_finder.ipynb
diff --git a/examples/rocket.ipynb → examples/transformation/rocket.ipynb b/examples/rocket.ipynb → examples/transformation/rocket.ipynb
diff --git a/examples/signature_method.ipynb → ...les/transformation/signature_method.ipynb b/examples/signature_method.ipynb → ...les/transformation/signature_method.ipynb
diff --git a/examples/theta_transform.ipynb → ...ples/transformation/theta_transform.ipynb b/examples/theta_transform.ipynb → ...ples/transformation/theta_transform.ipynb