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@@ -7,6 +7,23 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
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## Unreleased
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## [2.0.0] - 2023-04-11
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### Added
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- Target components logic into `AutoRegressivePipeline` ([#1188](https://github.com/tinkoff-ai/etna/pull/1188))
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- Target components logic into `HierarchicalPipeline` ([#1199](https://github.com/tinkoff-ai/etna/pull/1199))
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-`predict` method into `HierarchicalPipeline` ([#1199](https://github.com/tinkoff-ai/etna/pull/1199))
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- Method `predict_components` for forecast decomposition in `_TBATSAdapter` ([#1181](https://github.com/tinkoff-ai/etna/pull/1181))
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- Forecast decomposition for `DeadlineMovingAverageModel`([#1186](https://github.com/tinkoff-ai/etna/pull/1186))
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- Prediction decomposition example into `custom_transform_and_model.ipynb`([#1216](https://github.com/tinkoff-ai/etna/pull/1216))
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### Changed
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- Add optional `features` parameter in the signature of `TSDataset.to_pandas`, `TSDataset.to_flatten` ([#809](https://github.com/tinkoff-ai/etna/pull/809))
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- Signature of the constructor of `TFTModel`, `DeepARModel` ([#1110](https://github.com/tinkoff-ai/etna/pull/1110))
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- Decouple `DeadlineMovingAverageModel` from `PerSegmentModelMixin` ([#1140](https://github.com/tinkoff-ai/etna/pull/1140))
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- Remove version python-3.7 from `pyproject.toml`, update lock ([#1183](https://github.com/tinkoff-ai/etna/pull/1183))
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- Bump minimum pandas version up to 1.1 ([#1214](https://github.com/tinkoff-ai/etna/pull/1214))
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### Fixed
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- Fix bug in `GaleShapleyFeatureSelectionTransform` with wrong number of remaining features ([#1110](https://github.com/tinkoff-ai/etna/pull/1110))
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-`ProphetModel` fails with additional seasonality set ([#1157](https://github.com/tinkoff-ai/etna/pull/1157))
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- Add saving/loading for transforms, models, pipelines, ensembles; tutorial for saving/loading ([#1068](https://github.com/tinkoff-ai/etna/pull/1068))
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- Add hierarchical time series support([#1083](https://github.com/tinkoff-ai/etna/pull/1083))
description = "ETNA is the first python open source framework of Tinkoff.ru AI Center. It is designed to make working with time series simple, productive, and fun."
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