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33 Open 208 Closed
33 Open 208 Closed
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Issues list

Run big models with DDP/FSDP instead of torch.nn.DataParallel discussion enhancement New feature or request help wanted Extra attention is needed new feature Proposing to add a new feature
#683 opened Mar 26, 2025 by WenjieDu
Add TimeMixer++ enhancement New feature or request new algo Proposing to add a new model/algorithm
#682 opened Mar 26, 2025 by WenjieDu
1 task done
Rename package pypots.vec into pypots.representation refactoring
#680 opened Mar 25, 2025 by WenjieDu
@WenjieDu
ModelCore.calc_criterion is not callable when running on multi-GPUs with torch.nn.DataParallel bug Something isn't working
#679 opened Mar 25, 2025 by WenjieDu
1 of 2 tasks
@WenjieDu
Distinguish data at different stages ndarray/hdf5 -> Dataset -> Dataloader refactoring
#677 opened Mar 25, 2025 by WenjieDu
@WenjieDu
Imputation Work Flow on whole dataset question Further information is requested
#670 opened Mar 23, 2025 by wasay464
1
CLAS TEFN fails on anomaly random walk with roc auc<0.5 potential bug
#669 opened Mar 23, 2025 by WenjieDu
@WenjieDu
1
Implement integrated algorithms for anomaly detection enhancement New feature or request help wanted Extra attention is needed new feature Proposing to add a new feature
#666 opened Mar 21, 2025 by WenjieDu
@WenjieDu
Distinguish classification and classification_proba in CLAS models and add func predict_proba() for them enhancement New feature or request new feature Proposing to add a new feature
#663 opened Mar 21, 2025 by WenjieDu
@WenjieDu
Select model based on eval loss by default and display eval metric as well enhancement New feature or request new feature Proposing to add a new feature
#648 opened Mar 17, 2025 by WenjieDu
@WenjieDu
MOMENT fails on multiple GPUs bug Something isn't working help wanted Extra attention is needed
#639 opened Mar 14, 2025 by WenjieDu
1 of 2 tasks
Implement integrated algorithms for classification enhancement New feature or request help wanted Extra attention is needed new feature Proposing to add a new feature
#638 opened Mar 13, 2025 by WenjieDu
@WenjieDu
FITS/FILM/GP-VAE fail when running on multiple CUDA devices bug Something isn't working help wanted Extra attention is needed
#632 opened Mar 13, 2025 by WenjieDu
1 of 2 tasks
@WenjieDu
2
Time Series Generation discussion keep Keep this issue away from being stale.
#601 opened Mar 6, 2025 by littlestone111
4
Model is not completely moved to a different device when using .cuda() or .cpu() bug Something isn't working
#599 opened Mar 5, 2025 by giacomoguiduzzi
1 of 2 tasks
@giacomoguiduzzi @WenjieDu
3
Implement integrated algorithms for forecasting enhancement New feature or request help wanted Extra attention is needed new feature Proposing to add a new feature
#596 opened Mar 4, 2025 by WenjieDu
@WenjieDu
Replace Microsoft NNI with another hyperparameter optimization toolkit enhancement New feature or request help wanted Extra attention is needed new feature Proposing to add a new feature
#589 opened Mar 3, 2025 by WenjieDu
Data and model are not sent to the correct device when multiple devices are being used bug Something isn't working
#575 opened Feb 24, 2025 by giacomoguiduzzi
1 of 2 tasks
@giacomoguiduzzi @WenjieDu
4
Enable CSAI and others to work on the clustering task enhancement New feature or request new feature Proposing to add a new feature
#553 opened Nov 28, 2024 by LinglongQian
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
1
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
2
PyPOTS_Tutorials.ipynb on Colab bug Something isn't working
#495 opened Aug 15, 2024 by eroell
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
1 task done
1
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
3
Add TimesURL enhancement New feature or request help wanted Extra attention is needed new algo Proposing to add a new model/algorithm
#398 opened May 9, 2024 by WenjieDu
1 task done
@WenjieDu
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