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Release version 2.1.0 (#1303)
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Mr-Geekman committed Jul 3, 2023
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28 changes: 24 additions & 4 deletions CHANGELOG.md
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Expand Up @@ -7,16 +7,36 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0

## Unreleased
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## [2.1.0] - 2023-06-30
### Added
- Notebook `forecast_interpretation.ipynb` with forecast decomposition ([#1220](https://github.com/tinkoff-ai/etna/pull/1220))
- Exogenous variables shift transform `ExogShiftTransform`([#1254](https://github.com/tinkoff-ai/etna/pull/1254))
- Parameter `start_timestamp` to forecast CLI command ([#1265](https://github.com/tinkoff-ai/etna/pull/1265))
- `DeepStateModel` ([#1253](https://github.com/tinkoff-ai/etna/pull/1253))
- Function `estimate_max_n_folds` for folds number estimation ([#1279](https://github.com/tinkoff-ai/etna/pull/1279))
- Parameters `estimate_n_folds` and `context_size` to forecast and backtest CLI commands ([#1284](https://github.com/tinkoff-ai/etna/pull/1284))
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- Class `Tune` for hyperparameter optimization within existing pipeline ([#1200](https://github.com/tinkoff-ai/etna/pull/1200))
- Add `etna.distributions` for using it instead of using `optuna.distributions` ([#1292](https://github.com/tinkoff-ai/etna/pull/1292))
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### Changed
- Set the default value of `final_model` to `LinearRegression(positive=True)` in the constructor of `StackingEnsemble` ([#1238](https://github.com/tinkoff-ai/etna/pull/1238))
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- Optimize `make_samples` of `RNNNet` and `MLPNet` ([#1281](https://github.com/tinkoff-ai/etna/pull/1281))
- Remove `to_be_fixed` from inference tests on `SpecialDaysTransform` ([#1283](https://github.com/tinkoff-ai/etna/pull/1283))
- Rewrite `TimeSeriesImputerTransform` to work without per-segment wrapper ([#1293](https://github.com/tinkoff-ai/etna/pull/1293))
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- Add default `params_to_tune` for catboost models ([#1185](https://github.com/tinkoff-ai/etna/pull/1185))
- Add default `params_to_tune` for `ProphetModel` ([#1203](https://github.com/tinkoff-ai/etna/pull/1203))
- Add default `params_to_tune` for `SARIMAXModel`, change default parameters for the model ([#1206](https://github.com/tinkoff-ai/etna/pull/1206))
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- Teach `BaseMixin.set_params` to work with nested `list` and `tuple` ([#1201](https://github.com/tinkoff-ai/etna/pull/1201))
- Fix `get_anomalies_prediction_interval` to work when segments have different start date ([#1296](https://github.com/tinkoff-ai/etna/pull/1296))
- Fix `classification` notebook to download `FordA` dataset without error ([#1299](https://github.com/tinkoff-ai/etna/pull/1299))
- Fix signature of `Auto.fit`, `Tune.fit` to not have a breaking change ([#1300](https://github.com/tinkoff-ai/etna/pull/1300))

## [2.0.0] - 2023-04-11
### Added
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- Fix `DifferencingTransform` to raise error on new segments during `transform` and `inverse_transform` in inplace mode ([#1141](https://github.com/tinkoff-ai/etna/pull/1141))
- Teach `DifferencingTransform` to `inverse_transform` with NaNs ([#1155](https://github.com/tinkoff-ai/etna/pull/1155))
- Fixed `custom_transform_and_model.ipynb`([#1216](https://github.com/tinkoff-ai/etna/pull/1216))

### Removed
- `sample_acf_plot`, `sample_pacf_plot`, `CatBoostModelPerSegment`, `CatBoostModelMultiSegment` ([#1118](https://github.com/tinkoff-ai/etna/pull/1118))
- `PytorchForecastingTransform` ([#971](https://github.com/tinkoff-ai/etna/pull/971))
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2 changes: 1 addition & 1 deletion pyproject.toml
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[tool.poetry]
name = "etna"
version = "2.0.0"
version = "2.1.0"
repository = "https://github.com/tinkoff-ai/etna"
readme = "README.md"
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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