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CHANGELOG.md

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## Unreleased
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- LSTM based RNN and native deep models base classes ([#776](https://github.com/tinkoff-ai/etna/pull/776))
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- Lambda transform ([#762](https://github.com/tinkoff-ai/etna/issues/762))
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- assemble pipelines ([#774](https://github.com/tinkoff-ai/etna/pull/774))
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- Tests on in-sample, out-sample predictions with gap for all models ([#785](https://github.com/tinkoff-ai/etna/pull/786))
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## [1.11.0] - 2022-07-25
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### Added
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- LSTM based RNN and native deep models base classes ([#776](https://github.com/tinkoff-ai/etna/pull/776))
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- Lambda transform ([#762](https://github.com/tinkoff-ai/etna/issues/762))
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- assemble pipelines ([#774](https://github.com/tinkoff-ai/etna/pull/774))
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- Tests on in-sample, out-sample predictions with gap for all models ([#785](https://github.com/tinkoff-ai/etna/pull/786))
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- Add columns and mode parameters in plot_correlation_matrix ([#726](https://github.com/tinkoff-ai/etna/pull/753))
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- Add CatBoostPerSegmentModel and CatBoostMultiSegmentModel classes, deprecate CatBoostModelPerSegment and CatBoostModelMultiSegment ([#779](https://github.com/tinkoff-ai/etna/pull/779))
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- Allow Prophet update to 1.1 ([#799](https://github.com/tinkoff-ai/etna/pull/799))
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- Make LagTransform, LogTransform, AddConstTransform vectorized ([#756](https://github.com/tinkoff-ai/etna/pull/756))
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- Improve the behavior of plot_feature_relevance visualizing p-values ([#795](https://github.com/tinkoff-ai/etna/pull/795))
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- Update poetry.core version ([#780](https://github.com/tinkoff-ai/etna/pull/780))
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- Make native prediction intervals for DeepAR ([#761](https://github.com/tinkoff-ai/etna/pull/761))
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- Make native prediction intervals for TFTModel ([#770](https://github.com/tinkoff-ai/etna/pull/770))
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- Test cases for testing inference of models ([#794](https://github.com/tinkoff-ai/etna/pull/794))
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- Wandb.log to WandbLogger ([#816](https://github.com/tinkoff-ai/etna/pull/816))
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### Fixed
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- Fix missing prophet in docker images ([#767](https://github.com/tinkoff-ai/etna/pull/767))
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- Add `known_future` parameter to CLI ([#758](https://github.com/tinkoff-ai/etna/pull/758))
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- FutureWarning: The frame.append method is deprecated. Use pandas.concat instead ([#764](https://github.com/tinkoff-ai/etna/pull/764))
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- Correct ordering if multi-index in backtest ([#771](https://github.com/tinkoff-ai/etna/pull/771))
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- Raise errors in models.nn if they can't make in-sample and some cases out-sample predictions ([#813](https://github.com/tinkoff-ai/etna/pull/813))
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- Teach BATS/TBATS to work with in-sample, out-sample predictions correctly ([#806](https://github.com/tinkoff-ai/etna/pull/806))
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## [1.10.0] - 2022-06-12
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README.md

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[Artem Makhin](https://github.com/Ama16),
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[Ivan Mitskovets](https://github.com/imitskovets),
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[Albina Munirova](https://github.com/albinamunirova),
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[Nikolay Romantsov](https://github.com/WinstonDovlatov),
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[Julia Shenshina](https://github.com/julia-shenshina)
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[Julia Shenshina](https://github.com/julia-shenshina),
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[Yuriy Tarasyuk](https://github.com/DBcreator),
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[Konstantin Vedernikov](https://github.com/scanhex12)
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### ETNA.Contributors
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[Artem Levashov](https://github.com/soft1q),
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[Aleksey Podkidyshev](https://github.com/alekseyen),
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[Carlosbogo](https://github.com/Carlosbogo)
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[Carlosbogo](https://github.com/Carlosbogo),
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[Nikolay Romantsov](https://github.com/WinstonDovlatov),
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[mvakhmenin](https://github.com/mvakhmenin),
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[Pacman1984](https://github.com/Pacman1984),
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[looopka](https://github.com/looopka)
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## License
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pyproject.toml

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[tool.poetry]
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name = "etna"
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version = "1.10.0"
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version = "1.11.0"
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repository = "https://github.com/tinkoff-ai/etna"
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readme = "README.md"
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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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