sktime/pytorch-forecasting

[ENH] Rename `*_v2_pkg.py` to `*_pkg_v2.py` 8 days ago

enhancement good first issue module:models

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Time series forecasting with PyTorch

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[ENH] Add FAQ's section for v2 12 days ago

documentation enhancement good first issue ptf-v2

sktime/pytorch-forecasting

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Time series forecasting with PyTorch

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[ENH] Add a developer's Guide about 1 month ago

documentation enhancement good first issue ptf-v2

sktime/pytorch-forecasting

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Time series forecasting with PyTorch

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[ENH] Add Autoformer model about 2 months ago

enhancement good first issue feature request module:models

sktime/pytorch-forecasting

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Time series forecasting with PyTorch

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[ENH] extension templates for neural network classes 2 months ago

enhancement good first issue

sktime/pytorch-forecasting

4.9K

Time series forecasting with PyTorch

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[ENH] Add v2 interface support for PatchTST 4 months ago

enhancement good first issue feature request module:models

sktime/pytorch-forecasting

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Time series forecasting with PyTorch

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[DOC] Migrate the documentation to numpydocstyle 4 months ago

documentation good first issue

sktime/pytorch-forecasting

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Time series forecasting with PyTorch

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[ENH] automated model overview page 4 months ago

documentation enhancement good first issue module:models

sktime/pytorch-forecasting

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Time series forecasting with PyTorch

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[ENH] Add support for `nn` losses to `ptf-v2` 4 months ago

enhancement good first issue feature request module:metrics

sktime/pytorch-forecasting

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Time series forecasting with PyTorch

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[ENH] Add v2 interface support for N-HiTS 4 months ago

good first issue

sktime/pytorch-forecasting

4.9K

Time series forecasting with PyTorch

Python

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[ENH] Wishlist of forecasters and integrations 4 months ago

enhancement good first issue module:models

sktime/pytorch-forecasting

4.9K

Time series forecasting with PyTorch

Python

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[BUG] The old test for naming convention is still present in `test_all_estimators_v2` 4 months ago

bug good first issue

sktime/pytorch-forecasting

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Time series forecasting with PyTorch

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[ENH] Relax the naming conventions of the `test_pkg_linkage` in v2 testing 5 months ago

enhancement good first issue

sktime/pytorch-forecasting

4.9K

Time series forecasting with PyTorch

Python

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[ENH] cleaner API reference 5 months ago

documentation enhancement good first issue

sktime/pytorch-forecasting

4.9K

Time series forecasting with PyTorch

Python

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[MNT] migrate `test-deps-2025` to use `uv` date cutoffs 5 months ago

good first issue maintenance

sktime/pytorch-forecasting

4.9K

Time series forecasting with PyTorch

Python

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[ENH] implement LSTM model, and migrate `LSTMmodel` from notebook to main code base 6 months ago

enhancement good first issue

sktime/pytorch-forecasting

4.9K

Time series forecasting with PyTorch

Python

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[ENH] separate `NBeats` blocks from kan 7 months ago

enhancement good first issue module:layers

sktime/pytorch-forecasting

4.9K

Time series forecasting with PyTorch

Python

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[BUG] why does `TimeXer` have `endogenous_vars` and `exogenous_vars` in `__init__`? 7 months ago

bug good first issue module:models

sktime/pytorch-forecasting

4.9K

Time series forecasting with PyTorch

Python

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[ENH] standardise output format of `NBeats` and `NBeatsKAN` estimators for point predictions 10 months ago

enhancement good first issue module:models

sktime/pytorch-forecasting

4.9K

Time series forecasting with PyTorch

Python

#ai#artificial-intelligence#data-science#deep-learning#forecasting#gpu#hacktoberfest#machine-learning#neural-networks#pandas#python#pytorch#pytorch-lightning#temporal#timeseries#timeseries-forecasting#uncertainty

[ENH] standardise output format of `xLSTMTime` estimator for point predictions 10 months ago

enhancement good first issue module:models

sktime/pytorch-forecasting

4.9K

Time series forecasting with PyTorch

Python

#ai#artificial-intelligence#data-science#deep-learning#forecasting#gpu#hacktoberfest#machine-learning#neural-networks#pandas#python#pytorch#pytorch-lightning#temporal#timeseries#timeseries-forecasting#uncertainty

[ENH] Implementation of DUET 11 months ago

enhancement good first issue feature request module:models

sktime/pytorch-forecasting

4.9K

Time series forecasting with PyTorch

Python

#ai#artificial-intelligence#data-science#deep-learning#forecasting#gpu#hacktoberfest#machine-learning#neural-networks#pandas#python#pytorch#pytorch-lightning#temporal#timeseries#timeseries-forecasting#uncertainty

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