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Releases: awslabs/gluonts

Releases · awslabs/gluonts

0.16.0

11 Nov 08:50

lostella

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0.16.0 Latest

Latest

New features and enhancements

PatchTST: Add support for dynamic features by @rshyamsundar in #3167

Fixes

Fix freq string issues in datasets by @lostella in #3232

Documentation

Add model card from PR 2748 by @robert501128 in #3180

Dependencies updates

Bump pytorch lightning compat by @lostella in #3195
Update: Import of gluonts modules in pts module by @ClaraGrthns in #3194
Bump torch from 1.13.1 to 2.2.0 in /src/gluonts/nursery/daf by @dependabot in #3204
Upgrade dependencies in nursery by @lostella in #3206
Bump dependency version ranges for numpy & lightning by @shchur in #3226
Ignore cpflows dependencies in test workflows, fix numpy 2 incompatibilities. by @lostella in #3227
Update gluonts.shell requirements by @lostella in #3233

Testing

Drop Python 3.8 from workflows, run on 3.11 by @lostella in #3228

New Contributors

@robert501128 made their first contribution in #3180
@ClaraGrthns made their first contribution in #3194

Full Changelog: v0.15.1...v0.16.0

Contributors

lostella, shchur, and 4 other contributors

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0.16.0rc1

21 Oct 13:11

shchur

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0.16.0rc1 Pre-release

Pre-release

<!-- 
## What's Changed
* Docs: fix custom pytorch model tutorial by @lostella in https://github.com/awslabs/gluonts/pull/3188
* Bump pytorch lightning compat by @lostella in https://github.com/awslabs/gluonts/pull/3195
* Update: Import of gluonts modules in pts module by @ClaraGrthns in https://github.com/awslabs/gluonts/pull/3194
* Bump torch from 1.13.1 to 2.2.0 in /src/gluonts/nursery/daf by @dependabot in https://github.com/awslabs/gluonts/pull/3204
* Upgrade dependencies in nursery by @lostella in https://github.com/awslabs/gluonts/pull/3206
* Bump dependency version ranges for numpy & lightning by @shchur in https://github.com/awslabs/gluonts/pull/3226
* Ignore cpflows dependencies in test workflows, fix numpy 2 incompatibilities. by @lostella in https://github.com/awslabs/gluonts/pull/3227

**Full Changelog**: https://github.com/awslabs/gluonts/compare/v0.15.1...v0.16.0rc1 
-->

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0.15.1

03 Jun 07:20

lostella

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0.15.1

Backporting fixes:

Fix incorrect input routing for models #3186 (by @shchur)
Docs: fix custom pytorch model tutorial #3188 (by @lostella)
Enable QuantileOutput for TiDE model #3189 (by @shchur)

Contributors

lostella and shchur

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0.15.0

27 May 13:17

lostella

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0.15.0

New features

add iTransformer multivariate forecaster (#3017) by @kashif
Add TiDE model (#3096) by @maxc01
Add ercot dataset (#3148) by @lostella
Add ETT datasets (#3149) by @lostella
Add item_id to ERCOT and ETT datasets (#3150) by @shchur
Add Seasonal Aggregate Predictor (#3162) by @rshyamsundar

Model updates

Add option to provide function for season_length in SeasonalNaivePredictor (#3033) by @lostella
R: add ARIwith exogenous regressors (#3086) by @leica2023

Breaking changes

ev: Batch data for faster evaluation. (#3051) by @lostella
Unify QuantileOutput and DistributionOutput (#3093) by @shchur
Rotbaum: turn to json-based serialization (#3176) by @lostella

Fixes

Fix issues related to new Pandas offset names (#3117) by @lostella
Fix loader for the M5 dataset (#3151) by @shchur
Fix loaders for M5 & ETT datasets (#3155) by @shchur
Fix item_id for M5 dataset (#3156) by @shchur
Serde: limit decode code execution (#3175) by @lostella

Dependencies

Nursery: bump up pyarrow requirement in gluonts.nursery.tsbench (#3056) by @lostella
Bump scikit-learn from 0.23.2 to 1.0.1 in /src/gluonts/nursery/daf (#3118) by @dependabot
Bump sklearn version in nursery subpackages (#3120) by @lostella
Bump dependencies versions to address dependabot alerts (#3173) by @lostella
Bump dependencies versions to address dependabot alerts, again (#3174) by @lostella

Other changes

update dockerfile python version to 3.8 (#3072) by @melopeo
Update REFERENCES.md (#3078) by @abdulfatir
CI: run R tests on push (#3089) by @lostella
CI: chain requirements to ensure compatibility (#3112) by @Borda
test: unify using @pytest.mark.flaky(...) & bump pytest plugins (#3132) by @Borda
Add Chronos Breaking News (#3154) by @abdulfatir
lint: freeze & run Black version 24.02 (#3131) by @Borda
ci: update lints Ruff & docformatter (#3130) by @Borda
Extend test coverage for pandas frequencies (#3179) by @shchur
Tests: xfail test for fourier.arima.xreg (#3182) by @lostella

Contributors

kashif, lostella, and 8 other contributors

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0.14.4

02 Feb 12:37

lostella

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0.14.4

Backporting fixes:

Fix type annotation for device in PyTorchPredictor #3094 by @lostella
extend exception for invalid offset_name #3115 by @Borda

Contributors

lostella and Borda

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0.14.3

07 Dec 09:10

lostella

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0.14.3

Backporting:

Fix Rotbaum serialization and deserialization #3068 by @pantanurag555
Fix Rotbaum to handle short series #3073 by @leica2023

Contributors

pantanurag555 and leica2023

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0.13.9

07 Dec 09:04

lostella

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0.13.9

Backporting:

Fix Rotbaum serialization and deserialization #3068 by @pantanurag555
Fix Rotbaum to handle short series #3073 by @leica2023

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pantanurag555 and leica2023

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0.14.2

27 Nov 10:58

lostella

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0.14.2

Backporting fixes:

Fix iterable.Cached. #3060 by @jaheba
Torch: Remove double caching of dataset. #3061 by @jaheba

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jaheba

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0.14.1

14 Nov 11:08

lostella

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0.14.1

Backporting fixes:

Fix edge cases in metric computation #3037 (@lostella)
Refactor tests for ev.aggregations #3038 (@lostella)
Add plt.show() to README #3043 (@lostella)
Rotbaum: Add item-id to forecast. #3049 (@jaheba)
Fix mypy checks #3052 (@lostella)

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jaheba and lostella

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0.13.8

14 Nov 11:07

lostella

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0.13.8

Backporting fixes:

Fix edge cases in metric computation #3037 (@lostella)
Refactor tests for ev.aggregations #3038 (@lostella)
Rotbaum: Add item-id to forecast. #3049 (@jaheba)
Fix mypy checks #3052 (@lostella)

Contributors

jaheba and lostella

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