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Issues list

Publish list of tested pinned versions upon release devops CI/CD, packaging, code maintenance, ...
#593 opened Dec 1, 2021 by hrzn
Support for using NN models on shorter time series core improvement Significant change, refactor or improvement
#603 opened Dec 1, 2021 by hrzn
Expand logging level hierarchy core improvement Significant change, refactor or improvement
#604 opened Dec 1, 2021 by hrzn
Improve numerical stability of the NLL computation for some distributions good first issue Good for newcomers improvement New feature or improvement
#621 opened Dec 1, 2021 by hrzn
Implement DeepShap for TorchModels core improvement Significant change, refactor or improvement
#624 opened Dec 1, 2021 by hrzn
NBeats interpretability: optionally predict seasonality and trend improvement New feature or improvement
#636 opened Dec 1, 2021 by hrzn
Test N-BEATS with HorizonBasedDataset and reproduce paper's results good first issue Good for newcomers improvement New feature or improvement
#637 opened Dec 1, 2021 by hrzn
support validation sets and validation losses in backtest() and historical_forecasts() improvement New feature or improvement
#645 opened Dec 1, 2021 by hrzn
[New model] DeepVAR good first issue Good for newcomers new model Adding a new model
#657 opened Dec 2, 2021 by hrzn
[New model] Informer new model Adding a new model
#658 opened Dec 2, 2021 by hrzn
[New model] Spectral GNN new model Adding a new model
#659 opened Dec 2, 2021 by hrzn
[New models - placeholder] More new models good first issue Good for newcomers new model Adding a new model
#660 opened Dec 2, 2021 by hrzn
1 of 8 tasks
[New model] Forecasting using Gaussian Processes new model Adding a new model
#662 opened Dec 2, 2021 by hrzn
NegativeBinomialLikelihood - Invalid values during training bug Something isn't working good first issue Good for newcomers
#663 opened Dec 2, 2021 by hrzn
[BUG] Implementation errors on TransformerModel. bug Something isn't working good first issue Good for newcomers
#672 opened Dec 6, 2021 by Sangwon91
Optionally return inferred state instead of output in Kalman filter improvement New feature or improvement
#723 opened Jan 6, 2022 by tomasvanpottelbergh
EnsembleModel with weights on the simplex
#726 opened Jan 9, 2022 by hrzn
Make datatransformers respect the type of the original series improvement New feature or improvement
#785 opened Feb 12, 2022 by hrzn
Future covariates in N-BEATS improvement New feature or improvement
#812 opened Feb 21, 2022 by hrzn
Explainability: Torch models improvement New feature or improvement
#871 opened Mar 23, 2022 by dumjax
Optionally share weight in N-BEATS generic architecture. improvement New feature or improvement
#876 opened Mar 26, 2022 by hrzn
[new model] Implement mSSA algorithm new model Adding a new model
#887 opened Apr 4, 2022 by hrzn
[New model] ES-RNN new model Adding a new model
#894 opened Apr 6, 2022 by hrzn
[New model] Autoformer new model Adding a new model
#937 opened May 2, 2022 by hrzn
[New model] Neural prophet. new model Adding a new model
#1018 opened Jun 19, 2022 by hrzn
@BlazejNowicki
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