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Issues list

Add support to masking only specified variables during training enhancement New feature or request new feature Proposing to add a new feature
#541 opened Nov 1, 2024 by IncubatorShokuhou updated Nov 1, 2024
1
Beta parameter is ignored in GPVAE when using the IWAE setting question Further information is requested
#540 opened Oct 29, 2024 by AlexandreAbraham updated Oct 29, 2024
2 tasks
1
FutureWarning: torch.cuda.amp.autocast(args...) is deprecated since torch 2.4 keep Keep this issue away from being stale. warning
#520 opened Sep 24, 2024 by WenjieDu updated Oct 9, 2024
@WenjieDu
1
Add CSAI enhancement New feature or request new algo Proposing to add a new model/algorithm
#536 opened Oct 8, 2024 by LinglongQian updated Oct 8, 2024
1 task done
1
ValueError: val_set must contain 'X_ori' for model validation. bug Something isn't working
#533 opened Oct 2, 2024 by petteriTeikari updated Oct 2, 2024
1 of 2 tasks
Imputation "recipe" for CSDI imputation (or probablistic imputers)? enhancement New feature or request new feature Proposing to add a new feature
#532 opened Oct 2, 2024 by petteriTeikari updated Oct 2, 2024
1
Allow users to customize training loss function and validation metric enhancement New feature or request new feature Proposing to add a new feature
#525 opened Sep 25, 2024 by WenjieDu updated Sep 25, 2024
@WenjieDu
Add SegRNN enhancement New feature or request new algo Proposing to add a new model/algorithm
#508 opened Sep 9, 2024 by WenjieDu updated Sep 9, 2024
1 task done
PyPOTS_Tutorials.ipynb on Colab bug Something isn't working
#495 opened Aug 15, 2024 by eroell updated Aug 30, 2024
1 of 2 tasks
@WenjieDu
5
Add ImputeFormer enhancement New feature or request new algo Proposing to add a new model/algorithm
#451 opened Jun 29, 2024 by WenjieDu updated Jul 2, 2024
1 task done
1
Allow for time series reconsturction output after the imputation enhancement New feature or request new feature Proposing to add a new feature
#418 opened May 20, 2024 by Six-Persimmon updated Jun 20, 2024
@WenjieDu @Six-Persimmon
Add the Model MICE enhancement New feature or request new algo Proposing to add a new model/algorithm
#296 opened Jan 15, 2024 by yy3019 updated Jun 19, 2024
1 task done
@yy3019
1
allow customized loss function for imputation/informer enhancement New feature or request new feature Proposing to add a new feature
#432 opened Jun 16, 2024 by mmo139 updated Jun 18, 2024
1
Add SeFT as a classification model enhancement New feature or request
#363 opened Apr 25, 2024 by WenjieDu updated Jun 11, 2024
1 task done
@WenjieDu @Justin0388
2
Discussion on model hyperparameter optimization (HPO) with PyPOTS and NNI discussion documentation Improvements or additions to documentation keep Keep this issue away from being stale.
#408 opened May 11, 2024 by Justin0388 updated May 28, 2024
2
Add TimesURL enhancement New feature or request new algo Proposing to add a new model/algorithm
#398 opened May 9, 2024 by WenjieDu updated May 9, 2024
1 task done
@WenjieDu
Add UniTS enhancement New feature or request new algo Proposing to add a new model/algorithm
#396 opened May 9, 2024 by WenjieDu updated May 9, 2024
1 task done
@WenjieDu
Add PITS enhancement New feature or request new algo Proposing to add a new model/algorithm
#392 opened May 9, 2024 by WenjieDu updated May 9, 2024
1 task done
@WenjieDu
Enable PyPOTS to work on the anomaly/outlier detection task enhancement New feature or request new feature Proposing to add a new feature
#358 opened Apr 19, 2024 by WenjieDu updated Apr 19, 2024
@WenjieDu
Add the model CDSA enhancement New feature or request new algo Proposing to add a new model/algorithm
#218 opened Oct 18, 2023 by wx0chan updated Jan 26, 2024
1 task
Future releases
@WenjieDu @wx0chan
2
Include more useful information in saved model files enhancement New feature or request new feature Proposing to add a new feature
#237 opened Nov 12, 2023 by WenjieDu updated Nov 12, 2023
Add access for explainability (TimeSHAP) enhancement New feature or request new feature Proposing to add a new feature
#161 opened Jul 18, 2023 by edpclau updated Jul 21, 2023
3
Variable sequence length enhancement New feature or request new feature Proposing to add a new feature
#139 opened May 29, 2023 by GrgicevicLukaNTNU updated Jul 8, 2023
@WenjieDu @GrgicevicLukaNTNU
2
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