awslabs/gluonts issues and pull requests

#3243 - How can gluonts be utilized for time series extrinsic regression task with customized dataset?

Issue - State: open - Opened by whq1342 15 days ago
Labels: enhancement

#3242 - The data constructed by PandasDataset.from_long_dataframe seems unable to be applied to TemporalFusionTransformerEstimator.

Issue - State: open - Opened by A-Little-Coder 16 days ago
Labels: bug

#3241 - MTS prob dimension

Issue - State: open - Opened by moghadas76 17 days ago
Labels: bug

#3240 - ListDataset cache error with pandas 1.1.3

Issue - State: open - Opened by VictorJouault 27 days ago - 2 comments
Labels: bug

#3239 - RevIn for GluonTS

Issue - State: open - Opened by PaulRabich 27 days ago
Labels: enhancement

#3238 - Improve documentation on forecast evaluation

Issue - State: open - Opened by 7dy15 29 days ago - 1 comment
Labels: documentation

#3236 - Backports for v0.14.5

Pull Request - State: open - Opened by lostella 3 months ago
Labels: backport

#3235 - Backports for v0.16.0

Pull Request - State: closed - Opened by lostella 3 months ago
Labels: pr:docs-build-notebook, backport

#3234 - Fix testutils for gluonts.shell on recent python versions

Pull Request - State: closed - Opened by lostella 3 months ago - 1 comment
Labels: tests, bug fix

#3233 - Update gluonts.shell requirements

Pull Request - State: closed - Opened by lostella 3 months ago - 1 comment
Labels: dependency, pending v0.16.x backport

#3232 - Fix freq string issues in datasets

Pull Request - State: closed - Opened by lostella 3 months ago
Labels: bug fix, pending v0.15.x backport, pending v0.16.x backport

#3231 - icdf does not work for negative binomial/poisson despite being in the code base?

Issue - State: closed - Opened by jeycervantes 3 months ago - 1 comment
Labels: bug

#3229 - Unable to get several datasets

Issue - State: closed - Opened by wwdda 4 months ago - 1 comment
Labels: bug

#3228 - Drop Python 3.8 from workflows, run on 3.11

Pull Request - State: closed - Opened by lostella 4 months ago
Labels: CI, dependency, pending v0.16.x backport

#3227 - Ignore cpflows dependencies in test workflows, fix numpy 2 incompatibilities.

Pull Request - State: closed - Opened by lostella 4 months ago - 1 comment
Labels: CI, tests, dependency

#3226 - Bump dependency version ranges for numpy & lightning

Pull Request - State: closed - Opened by shchur 4 months ago
Labels: dependency

#3225 - Support numpy>= 2.0.0

Issue - State: closed - Opened by suzhoum 4 months ago - 4 comments
Labels: enhancement

#3222 - Bim

Pull Request - State: open - Opened by kashif 4 months ago

#3221 - Median of SampleForecast

Issue - State: open - Opened by alippai 4 months ago
Labels: bug

#3220 - PandasDataset.from_long_dataframe does not work with MultivariateGrouper

Issue - State: open - Opened by satyrmipt 5 months ago
Labels: bug

#3219 - ModuleNotFoundError: No module named 'gluonts.dataset.rolling_dataset'

Issue - State: open - Opened by satyrmipt 5 months ago - 1 comment
Labels: bug

#3218 - implement GPD from wikipedia definition with 3 params

Pull Request - State: open - Opened by kashif 5 months ago - 1 comment

#3217 - itme_ids in multivariate datasets

Issue - State: open - Opened by satyrmipt 5 months ago
Labels: bug

#3215 - TemporalFusionTransformerEstimator (torch) fails when using PAST_FEAT_DYNAMIC_CAT

Issue - State: open - Opened by jmberutich 5 months ago - 2 comments
Labels: bug

#3214 - Inference takes time

Issue - State: open - Opened by moghadas76 5 months ago
Labels: bug

#3212 - Fix: label showing

Pull Request - State: open - Opened by moghadas76 6 months ago

#3211 - [WIP] Dlinear with covariates

Pull Request - State: open - Opened by melopeo 6 months ago

#3208 - Implementations of PyTorchLightningEstimator.create_predictor do not allow explicit device selection

Issue - State: open - Opened by tmwly 6 months ago - 1 comment
Labels: bug

#3206 - Upgrade dependencies in nursery

Pull Request - State: closed - Opened by lostella 7 months ago
Labels: dependency, security fix

#3204 - Bump torch from 1.13.1 to 2.2.0 in /src/gluonts/nursery/daf

Pull Request - State: closed - Opened by dependabot[bot] 7 months ago
Labels: dependency

#3203 - enable_checkpointing = False results in MisconfigurationException

Issue - State: open - Opened by mraapshockwavemedical 7 months ago
Labels: bug

#3202 - How to use data with a frequency less than 1 second? For example, 100ms...

Issue - State: open - Opened by 2ySong 7 months ago
Labels: bug

#3201 - CategoricalOutput not working in DeepAREstimator

Issue - State: open - Opened by DushyantSahoo 8 months ago
Labels: bug

#3200 - Shape error when using feat_static_cat

Issue - State: open - Opened by DushyantSahoo 8 months ago
Labels: bug

#3199 - Why should the validation or testing dataset use the whole data?

Issue - State: open - Opened by arieffadhlan 8 months ago
Labels: bug

#3198 - wrong dtype in PatchTSTEstimator

Issue - State: open - Opened by LeGmask 8 months ago
Labels: bug

#3197 - Add SOFTS multivariate estimator

Pull Request - State: open - Opened by kashif 8 months ago

#3196 - SamFormer multivariate Estimator

Pull Request - State: open - Opened by kashif 8 months ago - 3 comments

#3195 - Bump pytorch lightning compat

Pull Request - State: closed - Opened by lostella 8 months ago
Labels: dependency

#3194 - Update: Import of gluonts modules in pts module

Pull Request - State: closed - Opened by ClaraGrthns 8 months ago - 1 comment
Labels: bug fix

#3193 - Import error in pts module: gluonts/nursery/robust-mts-attack/pts/modules/distribution_output.py

Issue - State: open - Opened by ClaraGrthns 8 months ago
Labels: bug

#3192 - Fix: R ARIMAX wrapper when features are not provided

Pull Request - State: open - Opened by leica2023 8 months ago - 1 comment
Labels: models, bug fix, pr:test-r

#3191 - Backports v0.15.1 (reprise)

Pull Request - State: closed - Opened by lostella 8 months ago
Labels: pr:docs-build-notebook, backport

#3190 - Relax the MXNet check in `make_predictions`

Pull Request - State: closed - Opened by shchur 8 months ago - 1 comment
Labels: documentation, pr:docs-build-notebook

#3189 - Enable QuantileOutput for TiDE model

Pull Request - State: closed - Opened by shchur 8 months ago
Labels: enhancement

#3188 - Docs: fix custom pytorch model tutorial

Pull Request - State: closed - Opened by lostella 8 months ago
Labels: documentation, pr:docs-build-notebook, pending v0.15.x backport

#3187 - Backports v0.15.1

Pull Request - State: closed - Opened by lostella 8 months ago
Labels: backport

#3186 - Fix incorrect input routing for models

Pull Request - State: closed - Opened by shchur 8 months ago
Labels: bug fix

#3185 - Error calling make_evaluation_predictions with TFT using past_feat_dynamic_real after update to 0.15.0

Issue - State: closed - Opened by wbinek 8 months ago
Labels: bug

#3184 - ModuleNotFoundError: No module named 'gluonts.torch.modules.loss'

Issue - State: open - Opened by melty-chocolate 8 months ago - 1 comment

#3183 - fix arima reg

Pull Request - State: closed - Opened by leica2023 8 months ago

#3182 - Tests: xfail test for `fourier.arima.xreg`

Pull Request - State: closed - Opened by lostella 9 months ago
Labels: tests, pr:test-r

#3180 - Add model card from PR 2748

Pull Request - State: closed - Opened by robert501128 9 months ago
Labels: documentation

#3179 - Extend test coverage for pandas frequencies

Pull Request - State: closed - Opened by shchur 9 months ago
Labels: tests, dependency, pending v0.14.x backport

#3178 - Make sure that all pandas versions in range >=2.0,<=2.2 are supported

Issue - State: closed - Opened by shchur 9 months ago
Labels: enhancement, dependency

#3176 - Rotbaum: turn to json-based serialization

Pull Request - State: closed - Opened by lostella 9 months ago
Labels: BREAKING, models

#3175 - Serde: limit `decode` code execution

Pull Request - State: closed - Opened by lostella 9 months ago
Labels: pending v0.13.x backport, pending v0.14.x backport

#3174 - Bump dependencies versions to address dependabot alerts, again

Pull Request - State: closed - Opened by lostella 9 months ago
Labels: dependency

#3173 - Bump dependencies versions to address dependabot alerts

Pull Request - State: closed - Opened by lostella 9 months ago
Labels: dependency

#3171 - Add support for Amazon S3 URI in predictor serialization

Issue - State: open - Opened by LumberjackUsingMath 9 months ago
Labels: enhancement

#3169 - add TEFN multivariate forecaster

Issue - State: open - Opened by ztxtech 9 months ago
Labels: enhancement

#3168 - Put out distr_arg instead of samples for DeepAR

Issue - State: open - Opened by jschemm 9 months ago
Labels: enhancement

#3167 - PatchTST: Add support for time features

Pull Request - State: closed - Opened by rshyamsundar 9 months ago - 1 comment

#3166 - Add torch implementation of MQ-CNN

Pull Request - State: open - Opened by lostella 9 months ago
Labels: models, new feature

#3165 - How to use the Pandas frequency 'C' in gluonts.dataset.common.ListDataset

Issue - State: open - Opened by LeonTing1010 9 months ago
Labels: enhancement

#3162 - Add Seasonal Aggregate Predictor

Pull Request - State: closed - Opened by rshyamsundar 10 months ago
Labels: models, new feature

#3161 - Adding r2 score

Pull Request - State: open - Opened by sebasmos 10 months ago

#3160 - Blocked at implementing torch port of mx/distributions/mixture.py

Issue - State: open - Opened by pbruneau 10 months ago - 2 comments
Labels: enhancement

#3157 - PyTorch Lightning logs are not synchronised when using distributed training

Issue - State: open - Opened by admivsn 10 months ago - 1 comment
Labels: bug

#3156 - Fix item_id for M5 dataset

Pull Request - State: closed - Opened by shchur 10 months ago
Labels: datasets

#3155 - Fix loaders for M5 & ETT datasets

Pull Request - State: closed - Opened by shchur 10 months ago
Labels: datasets

#3154 - Add Chronos Breaking News

Pull Request - State: closed - Opened by abdulfatir 10 months ago

#3153 - 'pandas._libs.tslibs.offsets.YearBegin' object has no attribute '_period_dtype_code'

Issue - State: open - Opened by baharian 11 months ago
Labels: bug

#3152 - When calling gluonts.evaluation.Evaluator(), include all the metrics that are calculated in the aggregate metrics in the metrics per time series, e.g. RMSE

Issue - State: open - Opened by conorhamill36 11 months ago
Labels: enhancement

GitHub / awslabs/gluonts issues and pull requests