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Pull requests: sktime/pytorch-forecasting

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Pull requests list

[ENH] Add multiloss support to ptf v2 enhancement New feature or request module:datasets&dataloaders module:models ptf-v2 Related to `pytorch-forecasting` v2
#2324 opened Jun 24, 2026 by phoeenniixx Member • Draft
2 of 5 tasks
1
@phoeenniixx
1
[ENH] Experimental PR to add a bare bone implementation of save and load API design API design & software architecture enhancement New feature or request ptf-v2 Related to `pytorch-forecasting` v2
#2323 opened Jun 23, 2026 by phoeenniixx Member • Draft
@phoeenniixx
2
[ENH] Add v2 interface support for N-BEATS model
#2322 opened Jun 21, 2026 by harshsomankar123-tech Contributor Loading…
7 tasks done
1
1
[BUG] Fix NameError in NHiTS with static real covariates
#2321 opened Jun 20, 2026 by andersendsa Contributor Loading…
3 tasks done
1
2
[ENH] Implement DeepAR v2 model and package wrapper enhancement New feature or request module:models ptf-v2 Related to `pytorch-forecasting` v2
#2316 opened Jun 18, 2026 by harshsomankar123-tech Contributor Loading…
3 tasks done
1
9
[ENH] Create a unified Test framework and a Base class for Data Modules in v2 enhancement New feature or request module:datasets&dataloaders module:test_framework ptf-v2 Related to `pytorch-forecasting` v2
#2313 opened Jun 16, 2026 by Faakhir30 Member Loading…
3 tasks done
1
@Faakhir30
25
[ENH] Add MultiLoss and multi-target support to ptf-v2
#2312 opened Jun 16, 2026 by andersendsa Contributor Loading…
3 tasks done
6
[DOC] Add FAQ's section for v2 (#2305)
#2311 opened Jun 13, 2026 by shauryam2807 Loading…
2 of 3 tasks
1
2
[DOC] Add developer guide for pytorch-forecasting
#2309 opened Jun 11, 2026 by Siraryansingh Loading…
1
2
[DOC] Add FAQ section for pytorch-forecasting v2
#2307 opened Jun 10, 2026 by Siraryansingh Loading…
3 of 4 tasks
11
[ENH] Integrate Autoformer model into V2 architecture
#2303 opened Jun 4, 2026 by harshsomankar123-tech Contributor Loading…
3 tasks done
1
14
&PranavBhatP [ENH] Add feature scaling and normalization to EncoderDecoderDataModule enhancement New feature or request module:datasets&dataloaders ptf-v2 Related to `pytorch-forecasting` v2
#2302 opened Jun 3, 2026 by phoeenniixx Member Loading…
4 tasks done
1
@phoeenniixx
33
[BUG] Fix NHiTS NameError when dataset has static reals but no time-varying encoder covariates
#2292 opened May 23, 2026 by Siraryansingh Loading…
1
5
[BUG] preserve grad_fn when replacing non-finite loss in _update_losses_and_lengths
#2290 opened May 22, 2026 by kpal002 Loading…
3 tasks done
4
[ENH] M mode test for TimeXer v2 enhancement New feature or request module:test_framework
#2284 opened May 18, 2026 by andersendsa Contributor Loading…
3 tasks done
13
[BUG] Fix NHiTS NameError when dataset has static reals but no time-varying encoder covariates
#2282 opened May 14, 2026 by kpal002 Loading…
1
1
[ENH] expose encoder scaling parameters and add inverse_scaling utility in TimeSeriesDataSet enhancement New feature or request module:datasets&dataloaders
#2280 opened May 11, 2026 by cngmid Contributor Loading…
9
feat: add py.typed marker for PEP 561 compliance
#2267 opened Apr 20, 2026 by kalichiruvelli-art Loading…
[BUG] FIXED: Potential sequence length bug in preprocessed record (Obvious but Critical)
#2266 opened Apr 18, 2026 by Chetansahney Loading…
1
3
[BUG]: Fixed the incorrect time propagation
#2264 opened Apr 18, 2026 by Chetansahney Loading…
1
1
[BUG] Fix tslib v2 static categorical/continuous feature mix-up bug Something isn't working
#2262 opened Apr 16, 2026 by Chetansahney Loading…
1
13
[ENH] Add Moirai-MoE foundation model to ptf-v2
#2259 opened Apr 15, 2026 by ubermensch19 • Draft
[BUG] Safe fallback for retrieving index from QuantileLoss.to_prediction when 0.5 is unavailable bug Something isn't working
#2256 opened Apr 7, 2026 by Muhammad-Rebaal Member Loading…
1
@Muhammad-Rebaal
3
[BUG] Ensure CompositeMetric.__add__ and __mul__ operators are immutable bug Something isn't working
#2254 opened Apr 7, 2026 by Muhammad-Rebaal Member Loading…
@Muhammad-Rebaal
3
Migrate samplers.py docstrings to NumPy style
#2247 opened Mar 31, 2026 by vvvvvivekkk Contributor Loading…
2 of 3 tasks
1
1
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