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Add Ensembles example notebook (#218)
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* Add Ensembles notebook

* Update CHANGELOG

* Fixes
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alex-hse-repository authored Oct 25, 2021
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1 change: 1 addition & 0 deletions CHANGELOG.md
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Expand Up @@ -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))
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6 changes: 5 additions & 1 deletion README.md
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Expand Up @@ -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/).

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1 change: 1 addition & 0 deletions docs/source/tutorials.rst
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Expand Up @@ -13,3 +13,4 @@ Tutorials
tutorials/outliers
tutorials/clustering
tutorials/custom_transform_and_model
tutorials/ensembles
648 changes: 648 additions & 0 deletions examples/ensembles.ipynb

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