Issues

• [BUG] test_multivariate_target has incorrect assertion for multivariate targets in TslibDataModule

  bug
  sktime/pytorch-forecasting#2486 · Filter by author ramanbansal1 opened on Oct 28, 2026

• [DOC] Update v2 docs and tutorials

  documentation
  sktime/pytorch-forecasting#2474 · Filter by author phoeenniixx opened on Oct 21, 2026
  3

  

• MultiNormalizer.fit_transform drops array samples and loses group data

  sktime/pytorch-forecasting#2472 · Filter by author akshitkhokhani opened on Oct 20, 2026

• [DOC] Add info about v2 in README

  documentationgood first issue
  sktime/pytorch-forecasting#2470 · Filter by author phoeenniixx opened on Oct 18, 2026
  3

  

• [ENH] Add a test to run a "minimal" vignette for new v2 design

  enhancementptf-v2
  sktime/pytorch-forecasting#2469 · Filter by author phoeenniixx opened on Oct 16, 2026
  1

• [BUG] trainer.fit(ckpt_path=...) cannot resume v1 models on lightning>=2.6 with torch>=2.6 (UnpicklingError, weights_only)

  sktime/pytorch-forecasting#2463 · Filter by author Elvand-Lie opened on Oct 13, 2026
  2

• [BUG] NaNLabelEncoder(add_nan=True) skips a code on incremental fit (overwrite=False), breaking inverse_transform

  sktime/pytorch-forecasting#2459 · Filter by author JoeyTan21 opened on Oct 11, 2026
  1

• [BUG] v2 design: repeated fit on a reused Trainer silently returns an untrained forecaster

  bug
  sktime/pytorch-forecasting#2450 · Filter by author echo-xiao opened on Oct 5, 2026
  1

• [ENH] Use 4D tensor as a contract for v2

  API designenhancementptf-v2
  sktime/pytorch-forecasting#2448 · Filter by author phoeenniixx opened on Oct 5, 2026
  4

• [ENH] Add augmentation support to TslibDataModule

  enhancementmodule:datasets&dataloadersptf-v2
  sktime/pytorch-forecasting#2417 · Filter by author echo-xiao opened on Sep 8, 2026
  9

  

• [ENH] New API design for pytorch-forecasting v2

  enhancementmodule:datasets&dataloadersmodule:modelsmodule:test_frameworkptf-v2
  sktime/pytorch-forecasting#2407 · Filter by author phoeenniixx opened on Sep 3, 2026
  4

  

• [MNT] Add TestPyPI release workflow

  maintenance
  sktime/pytorch-forecasting#2403 · Filter by author phoeenniixx opened on Sep 2, 2026
  2

• [MNT] Pin github actions to full commit SHA

  maintenance
  sktime/pytorch-forecasting#2399 · Filter by author Aniketsy opened on Aug 29, 2026

• [DOC] Add DLinear v2 tutorial notebook

  enhancement
  sktime/pytorch-forecasting#2390 · Filter by author richardmilles opened on Aug 21, 2026

• [ENH] Adding Support of Distribution Loss in v2 Models.

  enhancement
  sktime/pytorch-forecasting#2389 · Filter by author Muhammad-Rebaal opened on Aug 20, 2026
  3

  

• [ENH] Move embeddings.py to the _embeddings folder

  enhancement
  sktime/pytorch-forecasting#2388 · Filter by author Muhammad-Rebaal opened on Aug 20, 2026

• [BUG] unsafe unpickling in v2 beta code - reported by @hackchang

  bug
  sktime/pytorch-forecasting#2380 · Filter by author fkiraly opened on Aug 13, 2026
  3

• [DOC] Add usage examples to all models in v1 and v2

  documentationgood first issueptf-v1ptf-v2
  sktime/pytorch-forecasting#2377 · Filter by author phoeenniixx opened on Aug 9, 2026
  3

• [ENH] Automate dependency updates with a scheduled Action

  enhancement
  sktime/pytorch-forecasting#2372 · Filter by author prazian opened on Aug 7, 2026
  1

• [BUG] y not being normalized when using EncoderNormalizer in EncoderDecoderDataModule

  buggood first issuemodule:datasets&dataloadersptf-v2
  sktime/pytorch-forecasting#2360 · Filter by author phoeenniixx opened on Jul 29, 2026
  3

• [ENH] Add target_scale support to EncoderDecoderDataModule

  enhancementmodule:datasets&dataloadersptf-v2
  sktime/pytorch-forecasting#2359 · Filter by author phoeenniixx opened on Jul 29, 2026
  

• [DOC] Add more tutorials for v2

  documentationgood first issue
  sktime/pytorch-forecasting#2354 · Filter by author phoeenniixx opened on Jul 25, 2026
  3

• [DOC] Update tslib tutorial for v2

  documentationgood first issue
  sktime/pytorch-forecasting#2353 · Filter by author phoeenniixx opened on Jul 25, 2026
  1

  

• [ENH] Enable model caching irrespective of data being passed at refit in v2

  enhancementmodule:models
  sktime/pytorch-forecasting#2338 · Filter by author Faakhir30 opened on Jul 10, 2026
  3

  

• Remove @yarnabrina as a code owner

  sktime/pytorch-forecasting#2336 · Filter by author yarnabrina opened on Jul 8, 2026