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[ENH] Add v2 interface support for SOFTS (Star Aggregate-Dispatch for Time Series Forecasting)

enhancementNew feature or requestNew feature or request

Status: Open.

#2231 In sktime/pytorch-forecasting;

· Muhammad-Rebaal opened on Mar 25, 2026

[BUG] Prediction tensors not moved to CPU between batches, causing VRAM accumulation

bugSomething isn't workingSomething isn't working

Status: Open.

#2224 In sktime/pytorch-forecasting;

· StrikerEureka34 opened on Mar 22, 2026

[BUG] pyproject.toml references missing .coveragerc, breaking default pytest invocation for contributors

bugSomething isn't workingSomething isn't working

Status: Open.

#2223 In sktime/pytorch-forecasting;

· XVX-016 opened on Mar 22, 2026

[BUG] Base_pkg._load_config() silently rejects .pkl paths despite documenting support for them

bugSomething isn't workingSomething isn't working

Status: Open.

#2221 In sktime/pytorch-forecasting;

· XVX-016 opened on Mar 22, 2026

TslibDataModule.setup() re-entrancy guard checks wrong attribute name, causing full dataset recreation on every call

bugSomething isn't workingSomething isn't working

Status: Open.

#2218 In sktime/pytorch-forecasting;

· lomesh2312 opened on Mar 20, 2026

[BUG] TslibBaseModel crashes when metadata=None (Root cause for Samformer issue #2212)

Status: Open.

#2217 In sktime/pytorch-forecasting;

· Gitanaskhan26 opened on Mar 20, 2026

[ENH] Add NNLossWrapper to support standard PyTorch nn.Module losses in pytorch-forecasting

Status: Open.

#2214 In sktime/pytorch-forecasting;

· vinitjain2005 opened on Mar 20, 2026

Runtime crash in Samformer initialization when metadata is None

bugSomething isn't workingSomething isn't working

Status: Open.

#2212 In sktime/pytorch-forecasting;

· lomesh2312 opened on Mar 19, 2026

[DOC] Migrate docstrings in models/timexer/ to numpydoc format

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#2200 In sktime/pytorch-forecasting;

· sohamjadhav95 opened on Mar 16, 2026

[DOC] Migrate docstrings in models/nn/rnn.py to numpydoc format

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#2196 In sktime/pytorch-forecasting;

· sohamjadhav95 opened on Mar 15, 2026

[ENH] Add contributor extension template for v2 model implementation

Status: Open.

#2194 In sktime/pytorch-forecasting;

· vinitjain2005 opened on Mar 15, 2026

[ENH] Add FreTS v2 implementation (Frequency-domain MLPs for Time Series)

enhancementNew feature or requestNew feature or request

Status: Open.

#2191 In sktime/pytorch-forecasting;

· echo-xiao opened on Mar 14, 2026