Ensembles notebook

CHANGELOG.md

@@ -39,6 +39,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Clustering notebook ([#152](https://github.com/tinkoff-ai/etna-ts/pull/152))
 - StackingEnsemble ([#195](https://github.com/tinkoff-ai/etna-ts/pull/195))
 - Add AutoRegressivePipeline ([#209](https://github.com/tinkoff-ai/etna-ts/pull/209))
+- Ensembles notebook ([#218](https://github.com/tinkoff-ai/etna-ts/pull/218))
 
 ### Changed
 - Delete offset from WindowStatisticsTransform ([#111](https://github.com/tinkoff-ai/etna-ts/pull/111))

README.md

@@ -98,14 +98,18 @@ We have also prepared a set of tutorials for an easy introduction:
 - Custom Distance
 - Visualisation
 
-#### 04. [Deep learning models](https://github.com/tinkoff-ai/etna-ts/tree/master/examples/NN_examples.ipynb)
+#### 06. [Deep learning models](https://github.com/tinkoff-ai/etna-ts/tree/master/examples/NN_examples.ipynb)
 - Creating TSDataset  
 - Architecture
 - Testing models
   - DeepAR 
   - TFT
   - Simple Model
 
+#### 07. [Ensembles](https://github.com/tinkoff-ai/etna-ts/tree/master/examples/ensembles.ipynb)
+- VotingEnsemble
+- StackingEnsemble
+
 ## Documentation
 ETNA documentation is available [here](https://etna-docs.netlify.app/).
 

docs/source/tutorials.rst

@@ -13,3 +13,4 @@ Tutorials
    tutorials/outliers
    tutorials/clustering
    tutorials/custom_transform_and_model
+   tutorials/ensembles