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Release 1.13.0 (#975)
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29 changes: 15 additions & 14 deletions CHANGELOG.md
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Expand Up @@ -8,45 +8,46 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0

## Unreleased
### Added
- Add `greater_is_better` property for Metric ([#921](https://github.com/tinkoff-ai/etna/pull/921))
- `etna.auto` for greedy search, `etna.auto.pool` with default pipelines, `etna.auto.optuna` wrapper for optuna ([#895](https://github.com/tinkoff-ai/etna/pull/895))
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- Add `MinMaxDifferenceTransform` ([#955](https://github.com/tinkoff-ai/etna/pull/955))
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- Add wandb sweeps and optuna examples ([#338](https://github.com/tinkoff-ai/etna/pull/338))
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### Changed
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- Make slicing faster in `TSDataset._merge_exog`, `FilterFeaturesTransform`, `AddConstTransform`, `LambdaTransform`, `LagTransform`, `LogTransform`, `SklearnTransform`, `WindowStatisticsTransform`; make CICD test different pandas versions ([#900](https://github.com/tinkoff-ai/etna/pull/900))
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- Mark some tests as long ([#929](https://github.com/tinkoff-ai/etna/pull/929))
- Fix to_dict with nn models and add unsafe conversion for callbacks ([#949](https://github.com/tinkoff-ai/etna/pull/949))
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### Fixed
- Fix to_dict with function as parameter ([#941](https://github.com/tinkoff-ai/etna/pull/941))
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- Fix native networks to work with generated future equals to horizon ([#936](https://github.com/tinkoff-ai/etna/pull/936))
- Fix `SARIMAXModel` to work with exogenous data on `pmdarima>=2.0` ([#940](https://github.com/tinkoff-ai/etna/pull/940))
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- Teach catboost to work with encoders ([#957](https://github.com/tinkoff-ai/etna/pull/957))
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## [1.13.0] - 2022-10-10
### Added
- Add `greater_is_better` property for Metric ([#921](https://github.com/tinkoff-ai/etna/pull/921))
- `etna.auto` for greedy search, `etna.auto.pool` with default pipelines, `etna.auto.optuna` wrapper for optuna ([#895](https://github.com/tinkoff-ai/etna/pull/895))
- Add `MinMaxDifferenceTransform` ([#955](https://github.com/tinkoff-ai/etna/pull/955))
- Add wandb sweeps and optuna examples ([#338](https://github.com/tinkoff-ai/etna/pull/338))
### Changed
- Make slicing faster in `TSDataset._merge_exog`, `FilterFeaturesTransform`, `AddConstTransform`, `LambdaTransform`, `LagTransform`, `LogTransform`, `SklearnTransform`, `WindowStatisticsTransform`; make CICD test different pandas versions ([#900](https://github.com/tinkoff-ai/etna/pull/900))
- Mark some tests as long ([#929](https://github.com/tinkoff-ai/etna/pull/929))
- Fix to_dict with nn models and add unsafe conversion for callbacks ([#949](https://github.com/tinkoff-ai/etna/pull/949))
### Fixed
- Fix `to_dict` with function as parameter ([#941](https://github.com/tinkoff-ai/etna/pull/941))
- Fix native networks to work with generated future equals to horizon ([#936](https://github.com/tinkoff-ai/etna/pull/936))
- Fix `SARIMAXModel` to work with exogenous data on `pmdarima>=2.0` ([#940](https://github.com/tinkoff-ai/etna/pull/940))
- Teach catboost to work with encoders ([#957](https://github.com/tinkoff-ai/etna/pull/957))
## [1.12.0] - 2022-09-05
### Added
- Function to transform etna objects to dict([#818](https://github.com/tinkoff-ai/etna/issues/818))
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5 changes: 3 additions & 2 deletions README.md
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Expand Up @@ -19,7 +19,6 @@

<p align="center">
<a href="https://t.me/etna_support"><img alt="Telegram" src="https://img.shields.io/badge/channel-telegram-blue" /></a>
<a href="https://opendatascience.slack.com/archives/C02Q62NEPH8"><img alt="Slack" src="https://img.shields.io/badge/slack-ods.ai-orange" /></a>
<a href="https://github.com/tinkoff-ai/etna/discussions"><img alt="GitHub Discussions" src="https://img.shields.io/github/discussions/tinkoff-ai/etna" /></a>
<a href="https://github.com/tinkoff-ai/etna/graphs/contributors"><img alt="Contributors" src="https://img.shields.io/github/contributors/tinkoff-ai/etna.svg" /></a>
<a href="https://github.com/tinkoff-ai/etna/stargazers"><img alt="Stars" src="https://img.shields.io/github/stars/tinkoff-ai/etna?style=social" /></a>
Expand Down Expand Up @@ -180,7 +179,7 @@ We have also prepared a set of tutorials for an easy introduction:
| [Ensembles](https://github.com/tinkoff-ai/etna/tree/master/examples/ensembles.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/tinkoff-ai/etna/master?filepath=examples/ensembles.ipynb) |
| [Custom Transform and Model](https://github.com/tinkoff-ai/etna/tree/master/examples/custom_transform_and_model.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/tinkoff-ai/etna/master?filepath=examples/custom_transform_and_model.ipynb) |
| [Exogenous data](https://github.com/tinkoff-ai/etna/tree/master/examples/exogenous_data.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/tinkoff-ai/etna/master?filepath=examples/exogenous_data.ipynb) |

| [Forecasting strategies](https://github.com/tinkoff-ai/etna/blob/master/examples/forecasting_strategies.ipynb) | [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/tinkoff-ai/etna/master?filepath=examples/forecasting_strategies.ipynb) |

## Documentation

Expand Down Expand Up @@ -213,6 +212,8 @@ To ask the questions or discuss the library you can join our [telegram chat](t.m

- [ETNA Meetup Jun 2022](https://www.youtube.com/watch?v=N1Xy3EqY058&list=PLLrf_044z4JrSsjMd-3dF6VbBLPI_yOxG) on YouTube

- [DUMP May 2022 talk](https://youtu.be/12uuxepdtks) on YouTube

## Acknowledgments

### ETNA.Team
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2 changes: 1 addition & 1 deletion pyproject.toml
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[tool.poetry]
name = "etna"
version = "1.12.0"
version = "1.13.0"
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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